Products
AI products organized by the 5-layer stack. Try them, compare them, find what works.
1268 products
AI assistant for work, learning, and creativity
NVIDIA's Blackwell datacenter AI generation — B200 and B300 GPUs, GB200/GB300 NVL72 racks
Agentic coding product for software development
NVIDIA's Hopper datacenter GPU generation — H100 and H200
AI assistant built for safety and helpfulness
Google's most capable AI
The GitHub of machine learning
Alibaba foundation model and AI assistant family
Open-weight frontier reasoning and agent model family
OpenAI's frontier GPT model family, behind ChatGPT and the OpenAI API
Moonshot AI's assistant and open-weight K-series frontier models
Your AI pair programmer
ByteDance AI assistant and model-facing consumer app
Kuaishou AI video-generation product
Unified LLM routing and inference marketplace
Legal and professional-services AI platform
AI image generation for artists
MiniMax's M-series reasoning and agentic model family
Frontier AI model and assistant product from xAI
China's largest open-source deep-learning framework and model platform
Developer inference cloud powered by Groq LPU silicon
Wafer-scale inference cloud for low-latency LLM serving
Agentic coding workspace for software engineering
AI answer engine for cited search and research.
Tencent foundation model family
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI video generation
AI image generation
Open-source AI image generation
Suno's AI music generation product
AI video-generation platform and API from AIsphere
Unified data and AI platform
Serverless GPU inference platform for generative media — image, video, audio, and 3D at scale.
Enterprise foundation models
DeepMind's protein structure prediction model
Tesla's vision-only autonomous driving stack
Cerebras wafer-scale AI system, from WSE-3 chip to Condor Galaxy clusters
Unitree's humanoid robot line
Mass-production ADAS perception software
Meta's open foundation-model family
Open-weight reasoning models from OpenAI.
Google's Apache-licensed open model family for local and edge AI
Z.ai (Zhipu) GLM model family for agentic engineering
Build software with AI
AI-native entertainment and character-chat platform
Groq's LPU inference hardware, from chip to node and rack
AMD's Instinct datacenter AI accelerator line — MI300 and MI350 generations
Shengshu's AI video generation model and product
Voice synthesis, dubbing, music and conversational agents
Autoscaling serverless GPU endpoints for AI inference.
On-demand and reserved GPU pods for AI training and inference.
AI-powered cancer detection
Non-invasive coronary physiology from CT — replaces diagnostic catheterization for stable chest pain.
AI imaging triage for lung, chest and stroke workflows
Rebellions ATOM inference systems from single server to rack-scale POD
Huawei's Atlas AI compute systems for datacentre and edge
De-facto orchestration framework for LLM applications
Open-source workflow automation and AI agent platform
The AI-first code editor
AI-powered enterprise knowledge agent
Mistral AI's general-purpose language model family
General AI assistant across Microsoft products
All-in-one AI workspace and agentic research platform.
AI document agent for Korea's HWP standard
Photorealistic AI images
AI video generation and creative editing suite
Unified AI development platform
Enterprise AI services
Video understanding API
Alibaba's open model hub and Model-as-a-Service community
AI-native risk, lending and service stack for digital banking
RapidAI's imaging platform for stroke and vascular triage
12 FDA-cleared findings from a single chest X-ray — pneumothorax, effusion, vertebral fractures, and more.
10 FDA clearances for stroke imaging triage — mandated across all NHS England and Wales stroke centers.
AI coronary plaque vulnerability analysis from CTA — identifies rupture-prone plaques; nationally covered by Aetna and Cigna.
AI layer across United Imaging's scanner and radiotherapy fleet
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
AI study tools over Quizlet's study-set corpus
Figure AI's general-purpose humanoid robot line
Tesla's humanoid robot
World's most dynamic humanoid
Baidu ERNIE model family surfaced through Qianfan
01.AI open and commercial foundation-model family
Korea's sovereign AI foundation model
Tencent AI assistant
Tencent Cloud AI coding assistant and IDE
Efficient Korean enterprise LLM
Tencent Cloud's end-to-end machine-learning platform
MiniMax model API and token plan
MiniMax speech model and audio product line
StepFun's Step foundation-model family
Z.ai API and model platform
Korean foundation-model program with internal LG deployment and open-weight releases
AI customer support agents for enterprise service teams
Search, summarisation and review across stored content
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Agent builder for enterprise document workflows
Pika's AI video generation product
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Ideogram's AI image generator with reliable in-image text
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
JD Cloud enterprise-agent architecture
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Enterprise brand-conditioned content generation
Managed, engine-optimized inference for generative AI models.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Serverless GPU compute for AI workloads
Evaluation and observability for LLM product teams
AI governance, policy and regulatory readiness
Self-learning network anomaly detection and response
AI model evaluation and monitoring
Open-source testing and vulnerability scanning for AI models
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Hosted model API and MaaS platform
Inference, fine-tuning and GPU clusters for open models
Data and ML monitoring with privacy-preserving telemetry
Inference platform for open and fine-tuned models
AutoML, document AI and open LLMs on one platform
Framework for programming and optimising LLM pipelines
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Life-sciences research model for biology and drug-discovery workflows
Care-coordination platform for time-critical imaging findings
AI diagnostics for medical imaging
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
World's first FDA-cleared radiomics AI for lung cancer risk prediction — CPT-reimbursed at $650/procedure.
FDA-cleared AI stethoscope algorithm detecting low ejection fraction — CMS reimbursed at $128.90/use.
FDA Breakthrough–designated brain CT AI for hemorrhage and hematoma — Medicare NTAP reimbursed.
AI monitoring of pulmonary fibrosis progression from CT — co-primary endpoint in Boehringer Ingelheim Phase 3 trial.
FDA-cleared AI enabling 4x faster PET scans at lower radiotracer dose — scanner-agnostic across major OEMs.
AI vessel suppression for chest CT improving nodule visibility; opportunistic CAC scoring from routine ungated CTs.
IONIQ 5 vehicle-platform integration for Waymo One autonomous ride-hailing.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Hanwha Aerospace multipurpose unmanned ground vehicle.
UBTech's humanoid robot line for service and industrial work
Affordable quadruped robot
Open and commercial AI model or AI product from Meta
MiniMax AI video-generation product
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI assistant across Meta apps and the web
AI assistant for security operations
Voice AI assistant
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
CRM and ERP assistant
AI assistant embedded across Microsoft 365
AI assistant for business intelligence
Korean case-law database with AI search and analysis
Low-code copilot and agent builder
AI legal assistant for Korean lawyers and legal teams
SK Telecom's AI assistant
Account-based revenue AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI research over patent, chemical and biomedical literature
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI research agent and cited search engine.
Enterprise search and agent building over internal knowledge
Enterprise LLM assistant over internal documents
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
iFLYTEK's Spark assistant and model family
AI hiring-match platform for Korean tech talent
Image generation experience
Music generation model
Music generation experience
Image ideation and remix tool
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
AI filmmaking tool built around Google generative media models
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Voice synthesis, conversion, dubbing and speech cleanup
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Synthetic AI humans for kiosks, video and virtual presenters
Browser video editor with AI subtitles, avatars and generation
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Synthesia's AI avatar video platform for enterprise communication
Text-based audio and video editing
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI shopping assistant
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Naver's AI-personalized shopping app and commerce surface.
Commerce search and discovery optimised for revenue
AI-native ad stack for streaming providers
Commerce personalization across search, recommendations and segments
Meituan foundation-model family
ML-driven Korean lifestyle commerce.
Chat API platform (7B convos/month)
Lablup's GPU cluster orchestration platform, self-hosted or managed
Unified Azure platform for agents, models, tools, and AI operations
Dark-web threat intelligence and security analytics
Conversational interface service
Integrated ML development environment
Speech-to-text service
Document processing and structured extraction platform
Text understanding API for classification and sentiment
Video metadata and content intelligence APIs
Open-source SDK for agentic applications
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI code review and profiling service
Recommendation service
Enterprise AI assistant connected to work data
Distributed training infrastructure
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
SQL-native machine learning and generative AI in BigQuery
Enterprise notebook environment for data-to-AI work
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Image and video analysis service
Custom training accelerator
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Training-data production and LLM evaluation for Korean AI builders
Small language model family for efficient AI
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Korea's largest crowdsourced AI training-data platform
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Runtime guardrails and red-teaming for LLM applications
Security analytics and remediation AI
Security analytics and remediation AI
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
TypeScript toolkit and gateway for building AI applications
Enterprise AI operating system for industrial AI
Cybersecurity AI analyst and platform
AI model security and threat detection
AI triage and autofix over application errors
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI-driven network detection and response
Open-source evaluation framework for RAG systems
AI across Datadog's observability and security platform
VESSL's MLOps platform for training, serving, and pipelines.
AI-powered UI generation by Vercel
AI virtual metrology for semiconductor fabs
Containerized inference microservices for deploying models on NVIDIA GPUs
Open-source model serving for multi-framework inference
Managed AI training capacity on NVIDIA GPU clusters, rented through major clouds
Open-source LLM inference optimization library for NVIDIA GPUs
Framework for customizing and evaluating models on NVIDIA infrastructure
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
AI-managed ETFs and asset-management infrastructure
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Consumer financial AI assistant built on Ant's finance model
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Coronary artery calcium scoring from CT
Quantitative lung texture analysis on CT
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
AI for digital pathology slide review
Radiology triage platform across clinical specialties
FDA-cleared AI for prostate cancer grading.
De novo antibody and protein design platform.
FDA-cleared deep-learning MRI reconstruction.
The first autonomous FDA-cleared AI diagnostic in any medical specialty — diabetic retinopathy without physician review.
Three first-of-kind FDA clearances detecting fatal cardiac conditions invisible to human readers on standard ECG.
Autonomous diabetic retinopathy screening cleared for two camera manufacturers — Norway's national AI eye screening system.
AI cardiovascular disease risk prediction from a single retinal photograph — MFDS cleared, 8-country international deployment.
Retinal image analysis for chronic-disease screening
AI coaching and course authoring inside Coursera
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
AI test-prep tutor for TOEIC and TOEFL
Rebellions server for efficient large-scale AI inference
FuriosaAI PCIe accelerator for LLM and multimodal inference
Huawei's compute architecture and toolchain for Ascend silicon
Huawei's Ascend 910 AI accelerator series — 910B and 910C
Google Cloud's fifth-generation TPU accelerators — v5e and v5p
3 kW FuriosaAI inference appliance for agentic systems
Huawei's open-source deep-learning framework for Ascend
FuriosaAI vision accelerator for computer-vision workloads
Horizon Robotics' assisted-driving stack on Journey silicon
DEEPX high-performance edge AI accelerator
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Automotive AI compute platform for driver assistance
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Cambricon's datacentre AI accelerators and Neuware toolchain
Software-defined vehicle platform for Hyundai Motor Group.
3D perception software that turns infrastructure LiDAR into AI insights.
Infrastructure-based autonomous-vehicle control system.
Swarm light-show drone flown in fleets of thousands
Autonomous food-service robot at chain scale
ByteDance vision-capable Doubao Seed model surface
Kakao's AI platform and business messaging stack
Healthcare-tuned open model family from Google
Open vision-language model family from Google
Baidu AI coding assistant
Qwen model-building and application platform
Amazon Bedrock foundation-model family
Amazon's multimodal foundation-model family in Bedrock
Korean-language enterprise search, LLM and analytics for closed networks
ModelBest efficient multimodal model family
MiniMax music-generation product line
Developer access for StepFun models
NC AI's game/content foundation-AI platform with a physical-AI pivot
Kakao's open-weight Korean foundation model, moving to agents in KakaoTalk
Korea's first 500B-scale sovereign foundation model
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Open-source LLM application development platform
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI assistant for software development and AWS operations
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Enterprise AI agent build-and-deploy platform
Enterprise AI customer experience agent platform
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Conversational AI, voice and AI humans for Korean enterprises
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI agents, copilot and quality management in Zendesk
AI prospect research and enrichment platform
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI across Alibaba's DingTalk workplace suite
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Conversational recruiting automation
Outbound sales content and agent platform
Talent search and workforce AI
Summarisation, search and workflow automation in Slack
Meitu AI image creation product
Recraft's AI design and vector-graphics generator
Synthetic avatar video and translation
3D asset generation from text and images
Personalization and recommendations for commerce experiences
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI across Klaviyo's marketing automation platform
AI-powered onsite ads for retailers and marketplaces
AI model compression and optimization
Self-hostable Friendli Engine for inference in your own environment.
Vision AI data management
GPU cluster software and virtualization for AI training
On-device AI engine (no GPU needed)
Autonomous-driving and vision data labelling
Cybersecurity AI analyst and platform
Open-source LLM evaluation and red-teaming framework
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Developer security scanning with AI code analysis
Weaviate's open-source vector database
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
AI bone suppression and line/tube confirmation for chest X-ray — improves subtle lung lesion detection.
FDA-cleared real-time coronary angiography AI — vessel segmentation and lesion quantification in 1–2 seconds.
FDA-cleared AI OB/GYN ultrasound — identifies 39 standard views, labels 47 structures, reduces keystrokes 94%.
Classroom Q&A platform with AI clustering and teaching assistance
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Adaptive learning across subjects with teacher analytics
Hyundai Motor Group's mobile eccentric droid robotics platform.
Autonomous mobile robots and orchestration for warehouse fulfilment
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Unified mobility OS for autonomous Hyundai/Kia vehicles.
Autonomous drone AI for wind, energy, and infrastructure inspection.
Korean enterprise AI model or document AI product from Upstage
Open protocol for connecting AI applications to tools and data
Agent-centered enterprise model platform from Baidu AI Cloud
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Korea's consumer AI platform aggregating frontier models
Legal research and professional workflow AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Legal research, drafting, and analytics AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Writing, Q&A and automation across a Notion workspace
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Talent lifecycle AI
AI recruiting marketplace and interviewer
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
B2B data and revenue AI
Machine translation, writing assistance and speech
Brand-conditioned marketing content generation
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Academic research AI for paper-based research.
AI research and briefing assistant for professionals
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Chinese speech, education, and language AI platform
AI call-recording and transcription app
Korean NLP enterprise search engine
Chat with AI characters
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
AI upscaling, denoising and restoration for photo and video
AI music generation with editing controls
Captions' AI video creation and editing app
AI-backed matching inside Hyperconnect's Azar video-chat service.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Video, 3D and neural capture generation
AI translation and discovery for Korean webtoons and web novels
Image generation with fine-tuned models for game and product art
AI localization pipeline for subtitles and dubbing
AI video editor that cuts footage by transcript.
Agentic commerce checkout experience
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI creative generation for advertising
ML-enabled supply-chain planning product
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Naver's AI-based product recommendation technology for shopping.
Conversational AI shopping agent in the Naver Plus Store app.
AI search, merchandising and recommendations
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI business messenger for SMBs.
Managed machine learning and model operations platform
Speech recognition API
Managed embeddings and vector search across Google data platforms
Microsoft custom cloud CPU for AI infrastructure
Microsoft custom AI accelerator
Evaluation framework for model behavior and quality
Low-latency voice and multimodal API
Natural language processing service
Enterprise search service
SDK and compiler stack for Trainium and Inferentia
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Catalog for Google, open, and third-party models
Voice synthesis API
AI-powered enterprise and application search
SDK for building tool-using AI agents
Clinical documentation service
Text-to-speech service
Custom inference accelerator
Second-generation AWS training accelerator
Managed agentic search for sites and applications
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
ML-powered operations insights
Fraud detection service
Machine translation service
Enterprise platform for building and deploying AI agents
Machine translation API
Managed platform for ML engineering and MLOps
Development workflow for LLM applications
Unified API for model, tool, and agent workflows
Document extraction service
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Image and video understanding APIs
Framework for multi-agent AI applications
VESSL's GPU Liquidity Layer for multi-cloud GPU capacity.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI model security and threat detection
AI detection across Proofpoint's threat protection platform
ML and LLM observability with open-source tracing
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Security operations and cloud security AI
Autonomous cybersecurity operations AI
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI model security and threat detection
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Security operations and cloud security AI
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Test generation and code review agents
Exposure management AI
Evaluation, monitoring and guardrails for LLM applications
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Cloud security graph with AI posture management
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI assistant and coding agent inside JetBrains IDEs
Unified proxy and router across LLM providers
Continue's open-source AI coding assistant for IDEs
AI across Elastic's search, observability and security stack
Enterprise AI platform for AutoML, apps and observability
Run and fine-tune open models via API
Experiment tracking and LLM observability for ML teams
Open-source LLM engineering and observability platform
End-to-end data science and AI platform for enterprises
PCIe 6.4 / CXL 3.2 fabric switch for AI servers.
AI wildfire detection on utility camera networks
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
AI for financial crime
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Market intelligence search across filings, transcripts and expert calls
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Remote identity verification for Korean finance
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Phenomics-driven drug discovery platform
Ambient clinical documentation and coding
Clinical and molecular data platform for precision oncology
AI hospital early-warning system for patient deterioration.
AI drug discovery platform.
FDA-cleared digital pathology AI platform for primary cancer diagnosis and pharma drug development.
First FDA-cleared continuous AI sepsis monitoring — 18% lower mortality when clinicians act on alerts.
FDA-cleared AI reduces MRI scan time by up to 60% while maintaining diagnostic quality.
MFDS and FDA-cleared AI echocardiography analysis — 70%+ reporting time reduction; ~3,000 institutions worldwide.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
AI assistant and learning platform over company knowledge
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
AI-assisted coding education and cloud learning platform
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Duolingo's AI tier with roleplay, explanations and video call
Photo-based math problem solving and tutoring
AI lesson planning and teaching tools for K-12 educators
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Compiler and runtime for FuriosaAI NPUs
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
AI software and programming stack for Doosan collaborative robots
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Korean humanoid and manipulation robotics platform
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
DEEPX's DX-M on-device inference NPU series — DX-M1 and DX-M2
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Dexterity-first foundation model for robot hands
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Korean humanoid robot trained on real-world human movement data.
Programmable smart actuators used in robotics research worldwide.
Korean collaborative robots with AI vision
Licensable Korean NPU IP for edge-AI chips
Heterogeneous robot fleet-control platform
4nm LLM-inference accelerator on LPU architecture
L4 autonomous-driving software in paid commercial service
Human-demonstration-to-robot-policy platform
Therapeutics and drug-discovery open model family from Google
SK Telecom AI model, assistant, or sovereign AI infrastructure product
AI video creation and editing tools in CapCut
Alibaba creative image-generation product
Baidu consumer ERNIE assistant
ByteDance AI agent and bot-building platform
Mistral AI production platform for building and operating AI systems
ByteDance model family on Volcano Engine Ark
ByteDance AI coding IDE
ByteDance cloud model and agent platform
Open and commercial AI model or AI product from Meta
Mistral AI assistant and long-horizon work agent, formerly Le Chat
Baidu autonomous-driving and intelligent-vehicle platform
Naver Cloud's AI platform for HyperCLOVA X, OCR and speech
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent building and deployment for Korean consumer AI
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI agents and chatbots across Zapier's automation graph
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI coding assistant for IDE and cloud workflows
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Lovable's prompt-to-app builder
Enterprise generative-AI platform from LG CNS
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Conversational AI and agent-assist for contact centers
Omnichannel AI customer service and agent platform
Legal assistant for research and document work
Legal research, drafting, and analytics AI
B2B go-to-market AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
HR and talent experience AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Chinese speech, education, and language AI platform
AI image generation inside a stock-asset library
AI across eBay's buying and selling flows
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI across Klarna's shopping and merchant surfaces
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Model monitoring, explainability and LLM guardrails
Great Expectations data-quality validation, open-source and cloud
LLM observability, tracing, and evaluation platform
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Typed agent and validation tooling
Enterprise private deployment for model-serving workloads
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Level 4 autonomous-driving stack for shuttles, robotaxis, and AV trucks.
Open and commercial AI model or AI product from Meta
ModelBest deployment and solution platform for efficient models
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Legal research and professional workflow AI
Legal assistant for research and document work
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Talent lifecycle AI
Internal talent marketplace AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Outbound sales content and agent platform
AI writing workspace connected to research.
Korean-optimized enterprise speech-to-text engine
Multimodal AI video-interview assessment
Game AI for character behaviour and companion NPCs
Real-time generative image and video canvas
Korean deep-learning text-to-speech suite
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce agents for pricing and product intelligence
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Exposure management AI
AI training-data construction service for LLMs.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
AI brain MRI for Alzheimer's diagnostics.
Retinal-photo AI screening for chronic-disease complications
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Digital-twin simulation for autonomous driving
Korean sovereign AI model or platform from Naver
Korean sovereign AI model or platform from Naver
ModelBest omni-modal on-device model family
Z.ai vision and image-generation model surface
Z.ai coding and agent product surface
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Chinese speech, education, and language AI platform
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Enterprise AI contact center
Legal research, drafting, and analytics AI
Account-based revenue AI
Sales intelligence and outbound AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Talent search and workforce AI
Document workspace with source-grounded answers and extraction
Audio AI for spatial sound, loudness and source separation
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI features across the Shopify merchant surface
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Evidently's open-source ML and LLM evaluation and monitoring
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Fraud, compliance and risk platform with device intelligence
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Korea's first MFDS-approved generative AI radiology report generator — 57 chest X-ray conditions.
MFDS-approved AI for osteoporosis screening from routine chest X-rays — addresses 75% undiagnosis rate pre-fracture.
Generative-AI chest X-ray report drafting
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Chinese speech, education, and language AI platform
End-to-end autonomy software for drones and vehicles
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Autonomous defense drone built on Nearthlab's industrial-inspection stack.
Tencent digital-human and avatar product surface
ModelBest efficient on-device language model family
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Legal research, drafting, and analytics AI
Personal-injury legal AI platform
Legal research and professional workflow AI
AI across ByteDance's Feishu/Lark workplace suite
Internal talent marketplace AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
WATCHA PEDIA's rating-based recommendation engine.
Expressive AI voice and synthetic-actor studio.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
ML-powered native-ad and content-recommendation network.
AI fashion image auto-tagging.
AI customer-support agent inside Channel Talk.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI logistics management platform
Causal observability and automation AI
Security analytics and remediation AI
Guardrails AI's validation framework for LLM output
CXL controller and switch IP for AI infrastructure.
High-throughput LLM inference engine.
Enterprise face-verification engine
Korean/Japanese speech-to-text API
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
S&P Global's AI for financial document extraction and linking
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
AI drug discovery with 230M+ data entries.
Medical-grade ring with deep-learning AFib detection.
AI dental crown CAD in the cloud.
FDA-cleared AI for stroke imaging triage.
AI detection of cerebral aneurysms on brain MRA
AI 12-lead ECG screening for hidden cardiac disease
AI CGM-based blood-glucose management app
ESL learning with licensed real-world content
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Wearable walking-assist robot generating real-world movement data.
Open-source ROS reference mobile robot.
Bimanual robot manipulation foundation model
MiniMax AI companion and character product
Z.ai video and multimodal generation surface
Open-weight Korean LLM trained from scratch.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Korean enterprise and public-sector AI chatbot
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Revenue intelligence over recorded sales conversations
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Applicant-tracking AI features
AI interview notes and recruiting intelligence
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Chinese computer vision and foundation AI platform
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI brand protection against counterfeits and IP infringement
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Causal observability and automation AI
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Data observability with AI incident workflows
Observability assistant and analytics AI
Financial crime and transaction fraud prevention platform
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Output-focused K-12 writing and speaking learning
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Contract intelligence and workflow AI
Contract intelligence and workflow AI
BHSN's all-in-one legal AI platform for enterprise legal and business teams.
Contract lifecycle AI
Personal-injury legal AI platform
Legal research, drafting, and analytics AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Hiring and interview AI
Sales execution AI
Legal research and professional workflow AI
Korean STT, transcription, and meeting AI.
AI co-pilot for Swit work OS.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Media-localization machine translation for film and TV.
Generative AI for 3D character motion from text, voice, or video.
Real-time AI avatar and digital-human studio.
Spatial AI digital twin platform.
AI virtual-idol platform for K-pop.
Interactive AI avatar interface for kiosks and service environments
Generative virtual-human platform behind Eternity
Behavioural AI against email compromise and account takeover
Data observability with AI incident workflows
Security operations and cloud security AI
Security analytics and remediation AI
Exposure management AI
LLM observability and evaluation tooling
1.58-bit quantization for AI models on Arm SoCs.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Korea's largest AI robo-advisor by AUM.
Korean MyData personal-finance AI.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Ambient clinical documentation inside the EHR
AI pathology platform extending to additional cancer types.
MFDS-approved VR digital therapeutic for stroke.
MFDS-approved AI digital therapeutic for insomnia.
AI rare-disease whole-exome interpretation.
Transcriptomics-based AI drug repositioning
Vision-AI food scanning and dietary analytics
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
The agile mobile robot
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Edge-AI NPU for industrial vision and robotics.
4D imaging radar with LiDAR-equivalent perception.
Hardware-agnostic robot navigation stack
Embedding, reranking and retrieval tooling for enterprise RAG
Enterprise language model and retrieval product from Cohere
Korean enterprise generative-AI and RAG platform.
LLM app and agent builder platform
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
HR and talent experience AI
Sales engagement and conversation AI
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Predictive targeting and send-time AI in customer engagement
Commerce search, personalization and marketing automation
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Identity verification and fraud platform
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
AI for precision medicine
Kia's highway driver-assistance feature set.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Baichuan model access and developer surface
Language model or enterprise AI writing product from AI21 Labs
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Contract drafting and review AI for legal teams
Contract review and negotiation AI
Contract review and negotiation AI
Contract review AI for in-house legal teams
Contract drafting and review AI for legal teams
AI character and interactive storytelling service
Personal-injury legal AI platform
Contract intelligence and workflow AI
Account-based revenue AI
Talent lifecycle AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Revenue operations AI
AI prospect research and enrichment platform
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Internal talent marketplace AI
Sales engagement and conversation AI
Enterprise QA on machine reading comprehension.
Korean-tuned enterprise RAG platform.
Cloud Hancom Office with AI drafting tier
AI meeting and call analysis for teams
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Meitu's imaging and video AI across photo, video and design
Live multilingual captioning and translation for events.
Creator AI music composition tool.
Virtual-human video generation.
AI motion capture in the browser.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI assistant for merchants
AI cross-channel ad reporting and optimization.
Conversational AI shopping agent for e-commerce.
Visual search for fashion e-commerce.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Developer documentation for SiliconFlow model APIs
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Open-source prompt testing and LLM red-teaming
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
ML credit scoring for near-prime borrowers.
AI cross-border remittance with FX hedging and fraud detection.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Continuous blood-pressure monitoring ring.
AI orthodontic and implant planning.
Sequence-based AI drug discovery platform
Self-serve SaaS AI drug-discovery workbench
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Beginner-friendly ESL speaking practice
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
AI cooking robot that replicates chef-grade grilling with real-time sensing.
Industrial AI PC with 80 TOPS NPU.
Automotive AI accelerator for ADAS and cockpit AI.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Talent intelligence AI
Talent intelligence AI
Contract lifecycle AI
Contract lifecycle AI
Sales execution AI
Legal research and professional workflow AI
B2B data and revenue AI
Korean AI agent for nuanced search and deep research
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Intel's Gaudi AI training and inference accelerator series
Software and connected-services platform for Kia PBV vehicles.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
AI21 hybrid SSM-Transformer model family
Cohere's enterprise model family for RAG and tool use
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Contract drafting and review AI for legal teams
Contract review AI for in-house legal teams
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI prospect research and enrichment platform
Conversational recruiting automation
B2B data and revenue AI
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Multilingual lip-sync dubbing for video.
Naver shopping membership and commerce surface
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI across SMS and email marketing for retail
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Cybersecurity AI analyst and platform
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI for renewable-energy site selection and PPA structuring.
LLM safety and de-identification API.
Korean lawyer marketplace and legal information portal
Big-data credit AI for alt-lending.
AI KYC / KYB / AML identity verification.
Health-behavior AI agent recognized at CES 2026.
AI disease-risk prediction from health-checkup data
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Korean diffusion-transformer LLM.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Sales intelligence and outbound AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Hybrid human + AI translation platform.
AI webtoon production studio.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI video-review collection and merchandising.
AI CRM for D2C merchants on Cafe24 / Naver SmartStore.
On-device personal AI with vector long-term memory.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
AI loan-prediction and marketplace.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Adaptive tutoring system for Chinese K-12 after-school learning
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Hanwha Robotics collaborative robot line.
Autonomous indoor delivery robot.
Baichuan Chinese foundation-model platform
Baichuan model assistant surface
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Contract drafting and review AI for legal teams
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
B2B go-to-market AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Contract lifecycle AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
HR and talent experience AI
Outbound sales content and agent platform
Contract review and negotiation AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Conversational AI for NLU, speech, and personalization.
Korean enterprise work OS.
AI video note-taking with transcript Q&A.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
AI document scanner for mobile.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Decentralized GPU cloud for AI training and inference.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
AI insurance coverage and claims automation.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Financial education with market-data-powered AI guidance
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Sales engagement and conversation AI
ML-powered programmatic advertising
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Typed agent and validation tooling
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
EXAONE scientific discovery model effort
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Contract intelligence and workflow AI
AI recruiting marketplace and interviewer
AI recruiting marketplace and interviewer
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
BGM subscription powered by Pozalabs AI.
AI-assisted 3D sketching.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Structured outputs and extraction library
Observability assistant and analytics AI
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
LLM observability and evaluation tooling
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Safe humanoid for human environments
AMD's integrated NPU for consumer and commercial laptops, enabling Copilot+ PC and on-device AI features.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Early-stage Korean general-purpose humanoid platform.
EXAONE scientific and pathology-oriented model effort
Korean BERT-class deep NLP model.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI email coaching for sales teams
AI email coaching for sales teams
Outbound sales content and agent platform
B2B data and revenue AI
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Typed agent and validation tooling
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Korean financial data terminal with document and company intelligence
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
AMD's open-source GPU computing platform — the software layer enabling AI and HPC workloads on Instinct accelerators.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
EXAONE ecosystem/product-family entry with limited external adoption evidence
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Recruiting operations AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Talent search and workforce AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
AI auto-tracking smartphone camera mount.
Predictive analytics and anomaly detection over machine data
LLM observability and evaluation tooling
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Tokenized real-estate platform with AI matching.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Talent lifecycle AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Structured outputs and extraction library
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Language model or enterprise AI writing product from AI21 Labs
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
B2B go-to-market AI
Talent intelligence AI
Hiring and interview AI
Contract review AI for in-house legal teams
Sales execution AI
Conversation analytics for LLM product teams
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications.
Data observability with AI incident workflows
AI-driven network detection and response
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
AI prospect research and enrichment platform
AI interview notes and recruiting intelligence
Observability assistant and analytics AI
ML-driven drug discovery
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments.
Recruiting operations AI
Revenue operations AI
B2B go-to-market AI
Applicant-tracking AI features
Hiring and interview AI
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
Structured outputs and extraction library
Typed agent and validation tooling
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
AMD's adaptive SoC/FPGA platform for edge AI inference in industrial, automotive, and aerospace deployments.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Sales intelligence and outbound AI
Revenue operations AI
Talent search and workforce AI
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.
LLM observability and evaluation tooling
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Revenue operations AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
ByteDance workplace productivity AI
AI interview notes and recruiting intelligence
Sales execution AI
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement.
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows.
Sales intelligence and outbound AI
Talent intelligence AI
Personal-injury legal AI platform
HR and talent experience AI
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support.
AI avatar video creation platform
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows.
Ringle's post-lesson AI speech analysis feature.
Account-based revenue AI
Hiring and interview AI
Sales engagement and conversation AI
Applicant-tracking AI features
Conversational recruiting automation
Recruiting operations AI
AI email coaching for sales teams
Chinese social-commerce AI
Product | Company | Users | Global | Protected | Breakout | Impact | AI Core | Competitors | |
|---|---|---|---|---|---|---|---|---|---|
AI assistant for work, learning, and creativity | OpenAI | 🌐 | 900M+ WAU | 96 Proven | 57 | 78 | 96 | 96% | Claude Gemini Microsoft Copilot ERNIE (文心 5.0) Perplexity Abridge Microsoft Dragon Copilot Google MedLM OpenEvidence |
NVIDIA's Blackwell datacenter AI generation — B200 and B300 GPUs, GB200/GB300 NVL72 racks | NVIDIA | 🌐 | Hyperscaler, cloud and OEM AI infrastructure; unit and deployment counts not disclosed | 93 Proven | 98 | 58 | 94 | 84% | Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p AWS Trainium |
Agentic coding product for software development | Anthropic | 🌐 | Not disclosed | 90 Proven | 64 | 50 | 94 | 90% | GitHub Copilot Cursor Replit Windsurf Editor AWS Bedrock Vertex AI Azure AI Foundry Databricks |
NVIDIA's Hopper datacenter GPU generation — H100 and H200 | NVIDIA | 🌐 | Global AI datacenter standard; unit counts not disclosed | 93 Proven | 98 | 44 | 93 | 82% | Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p AWS Trainium |
AI assistant built for safety and helpfulness | Anthropic | 🌐 | 18.9M+ MAU est. | 98 Proven | 69 | 74 | 92 | 100% | ChatGPT Gemini Microsoft Copilot GPT Grok Llama |
Google's most capable AI | 🌐 | 750M+ MAU | 100 Proven | 82 | 71 | 92 | 100% | ChatGPT Claude Microsoft Copilot GPT Grok Llama Gemini OpenAI Embeddings Voyage AI | |
The GitHub of machine learning | Hugging Face | 🌐 | 5M+ | 100 Proven | 98 | 83 | 90 | 84% | Replicate Weights & Biases GitHub Models NVIDIA NGC |
Alibaba foundation model and AI assistant family | Alibaba (阿里巴巴) | 🇨🇳 | Not disclosed | 48 Unproven | 90 | 47 | 90 | 100% | DeepSeek (深度求索 V4) Llama Gemini Claude Grok |
Open-weight frontier reasoning and agent model family | DeepSeek (深度求索) | 🇨🇳 | Not disclosed | 46 Unproven | 92 | 57 | 90 | 100% | Llama Qwen (通义千问) GPT Gemini Claude Grok GitHub Copilot Cursor |
OpenAI's frontier GPT model family, behind ChatGPT and the OpenAI API | OpenAI | 🌐 | Not disclosed | 96 Proven | 94 | 50 | 90 | 100% | Claude Gemini Grok Llama AWS Bedrock Vertex AI Azure AI Foundry Databricks GPT |
Moonshot AI's assistant and open-weight K-series frontier models | Moonshot AI | 🇨🇳 | Not disclosed | 61 Unproven | 87 | 57 | 90 | 100% | GPT Claude Gemini Grok |
Your AI pair programmer | Microsoft | 🌐 | 20M+ all-time users | 95 Proven | 98 | 68 | 90 | 75% | Cursor Claude Code DeepSeek (深度求索 V4) Windsurf Editor Tabnine Sourcegraph Cody |
ByteDance AI assistant and model-facing consumer app | ByteDance (字节跳动) | 🇨🇳 | 157M+ MAU | 83 Niche | 94 | 73 | 88 | 75% | ERNIE (文心 5.0) ChatGPT |
Kuaishou AI video-generation product | Kuaishou (快手) | 🇨🇳 | 15M+ | 87 Proven | 87 | 75 | 88 | 91% | Runway Pika Veo Midjourney ChatGPT Stable Diffusion Ideogram |
Unified LLM routing and inference marketplace | OpenRouter | 🌐 | 8M+ global users | 100 Proven | 98 | 90 | 88 | 84% | Portkey AI Gateway LiteLLM Helicone Not Diamond Martian |
Legal and professional-services AI platform | Harvey | 🌐 | 142K+ legal professionals | 82 Niche | 59 | 82 | 87 | 88% | SuperLawyer CoCounsel Lexis+ AI Legora Spellbook Robin AI Search |
AI image generation for artists | Midjourney | 🌐 | 21M+ registered users | 100 Proven | 91 | 83 | 87 | 84% | ChatGPT Stable Diffusion Ideogram Leonardo AI Flux |
MiniMax's M-series reasoning and agentic model family | MiniMax | 🇨🇳 | Not disclosed | 61 Unproven | 98 | 51 | 87 | 100% | DeepSeek (深度求索 V4) Kimi (Kimi 智能助手) Qwen (通义千问) Claude GLM (智谱 GLM-5.1) Hunyuan (混元) |
Frontier AI model and assistant product from xAI | xAI | 🌐 | 600M+ monthly reach across X and Grok apps (company-reported mixed distribution signal) | 100 Proven | 92 | 54 | 87 | 100% | ChatGPT Claude Gemini Qwen (通义千问) DeepSeek (深度求索 V4) |
China's largest open-source deep-learning framework and model platform | Baidu (百度) | 🇨🇳 | 21.85M+ developers and 670,000+ enterprises (Baidu-reported) | 100 Proven | 98 | 65 | 86 | 82% | Hugging Face Hub pytorch tensorflow MindSpore ModelScope (魔搭) |
Developer inference cloud powered by Groq LPU silicon | Groq | 🌐 | 3M developers and teams reported by Groq; active users not disclosed | 86 Proven | 92 | 59 | 85 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks Cerebras Inference Together AI Anyscale |
Wafer-scale inference cloud for low-latency LLM serving | Cerebras | 🌐 | Named enterprise and developer customers; active user count not disclosed | 85 Niche | 98 | 60 | 85 | 88% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p Groq LPU (chip/GroqNode/GroqRack) RNGD PCIe ATOM-Max vLLM TensorRT-LLM Together AI |
Agentic coding workspace for software engineering | OpenAI | 🌐 | Not disclosed | 83 Proven | 82 | 42 | 85 | 77% | Claude Code GitHub Copilot Cursor devin Google Jules |
AI answer engine for cited search and research. | Perplexity | 🌐 | est. 15M+ MAU | 99 Proven | 67 | 85 | 84 | 86% | Liner ChatGPT Claude Genspark Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Tencent foundation model family | Tencent (腾讯) | 🇨🇳 | Not disclosed | 64 Unproven | 68 | 44 | 84 | 100% | ERNIE (文心 5.0) Qwen (通义千问) Doubao (豆包) GPT Claude Gemini Grok |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | 🌐 | 10M+ | 96 Proven | 87 | 57 | 84 | 70% | Perplexity Liner ChatGPT Claude | |
AI video generation | 🌐 | 10M+ | 100 Proven | 81 | 73 | 84 | 82% | Runway Kling (可灵) | |
AI image generation | ByteDance (字节跳动) | 🇨🇳 | 50M+ | 86 Proven | 93 | 64 | 84 | 82% | Midjourney dall-e kolors |
Open-source AI image generation | Stability AI | 🌐 | 10M+ | 94 Proven | 88 | 94 | 84 | 96% | Midjourney ChatGPT Ideogram Leonardo AI Flux |
Suno's AI music generation product | Suno | 🌐 | 12M+ | 94 Proven | 84 | 85 | 84 | 94% | Udio Stable Audio Mubert AIVA Midjourney ChatGPT Stable Diffusion Ideogram |
AI video-generation platform and API from AIsphere | PixVerse | 🇨🇳 | 15M+ MAU (150M+ registered) across 177 countries | 92 Proven | 95 | 95 | 84 | 94% | Kling (可灵) Runway Pika Veo |
Unified data and AI platform | Databricks | 🌐 | 10K+ companies | 83 Niche | 85 | 64 | 84 | 73% | Hugging Face Hub AWS Bedrock Vertex AI Azure AI Foundry |
Serverless GPU inference platform for generative media — image, video, audio, and 3D at scale. | fal.ai | 🌐 | 2.5M+ active developers | 100 Proven | 98 | 85 | 84 | 100% | Replicate Modal Fireworks AI Together AI AWS Bedrock |
Enterprise foundation models | AWS | 🌐 | 100K+ enterprises | 98 Proven | 98 | 67 | 84 | 99% | Azure OpenAI Vertex AI Mosaic AI Snowflake Cortex AI Azure AI Foundry Databricks |
DeepMind's protein structure prediction model | 🌐 | 2M+ researchers | 95 Proven | 98 | 72 | 84 | 82% | Aidoc Viz.ai One Rapid Riverain insitro Recursion Atomwise BenevolentAI | |
Tesla's vision-only autonomous driving stack | Tesla | 🌐 | 1.1M+ subscribers | 100 Proven | 98 | 74 | 84 | 92% | waymo cruise mobileye Wayve Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Cerebras wafer-scale AI system, from WSE-3 chip to Condor Galaxy clusters | Cerebras | 🌐 | Enterprise and research customers; system shipment count not disclosed | 85 Niche | 96 | 47 | 84 | 90% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p Groq LPU (chip/GroqNode/GroqRack) RNGD PCIe ATOM-Max |
Unitree's humanoid robot line | Unitree Robotics (宇树科技) | 🇨🇳 | 1K+ | 74 Niche | 98 | 65 | 84 | 90% | Figure Atlas Tesla Optimus Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Mass-production ADAS perception software | StradVision (스트라드비젼) | 🇰🇷 | 5M+ production vehicles (cumulative) | 86 Proven | 98 | 75 | 84 | 92% | Mobileye EyeQ Qualcomm Arriver NVIDIA DRIVE Phantom AI a2z AV Stack |
Meta's open foundation-model family | Meta | 🌐 | 500M+ downloads | 90 Proven | 98 | 45 | 84 | 100% | Qwen (通义千问) DeepSeek (深度求索 V4) Gemini GPT Claude Grok |
Open-weight reasoning models from OpenAI. | OpenAI | 🌐 | Not disclosed | 100 Proven | 92 | 61 | 84 | 100% | Llama Qwen (通义千问) DeepSeek (深度求索 V4) Gemma |
Google's Apache-licensed open model family for local and edge AI | 🌐 | Not disclosed | 90 Proven | 98 | 49 | 84 | 100% | Llama Qwen (通义千问) DeepSeek (深度求索 V4) gpt-oss | |
Z.ai (Zhipu) GLM model family for agentic engineering | Zhipu AI (智谱AI) | 🇨🇳 | Not disclosed | 46 Unproven | 92 | 48 | 84 | 100% | GPT Claude Gemini Grok |
Build software with AI | Replit | 🌐 | 30M+ | 100 Proven | 86 | 79 | 84 | 89% | Cursor v0 GitHub Copilot Claude Code AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI-native entertainment and character-chat platform | Scatter Lab (스캐터랩) | 🇰🇷 | 1.4M+ MAU (Jun 2026, company-reported) | 71 Niche | 59 | 78 | 83 | 88% | Character.AI replika Talkie chai |
Groq's LPU inference hardware, from chip to node and rack | Groq | 🌐 | 3M developers and teams reported by Groq; active users not disclosed | 83 Niche | 98 | 66 | 83 | 89% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p Cerebras Inference RNGD PCIe ATOM-Max Tenstorrent AI Cloud vLLM TensorRT-LLM |
AMD's Instinct datacenter AI accelerator line — MI300 and MI350 generations | AMD | 🌐 | Enterprise hyperscalers | 91 Proven | 98 | 47 | 83 | 90% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Cloud TPU v5e/v5p Intel Gaudi 3 |
Shengshu's AI video generation model and product | Shengshu Technology | 🇨🇳 | Not disclosed | 45 Unproven | 55 | 57 | 82 | 86% | Midjourney ChatGPT Stable Diffusion Ideogram |
Voice synthesis, dubbing, music and conversational agents | ElevenLabs | 🌐 | 3M+ | 96 Proven | 90 | 83 | 82 | 94% | Murf LOVO Resemble AI Speechify Cognigy Voice Gateway Botpress Kore.ai Yellow.ai Midjourney ChatGPT |
Autoscaling serverless GPU endpoints for AI inference. | RunPod | 🌐 | 400K+ RunPod developers | 100 Proven | 95 | 82 | 82 | 86% | Replicate Modal Baseten Inference Together AI CoreWeave |
On-demand and reserved GPU pods for AI training and inference. | RunPod | 🌐 | 400K+ RunPod developers | 100 Proven | 95 | 80 | 82 | 76% | CoreWeave Lambda Vast.ai Together AI VESSL Cloud |
AI-powered cancer detection | Lunit (루닛) | 🇰🇷 | 10,000+ customer sites | 91 Proven | 98 | 63 | 82 | 83% | VUNO Med Aidoc Viz.ai One Rapid insitro Recursion Atomwise BenevolentAI |
Non-invasive coronary physiology from CT — replaces diagnostic catheterization for stable chest pain. | HeartFlow | 🌐 | 500K+ patients managed | 94 Proven | 93 | 69 | 82 | 95% | HeartFlow Plaque Analysis Siemens Healthineers cFFR Canon Medical |
AI imaging triage for lung, chest and stroke workflows | Infervision (推想医疗) | 🇨🇳 | ~20,000 lung-cancer screening scans/day; 200+ hospitals | 71 Niche | 90 | 57 | 82 | 90% | Lunit INSIGHT VUNO Med Aidoc Annalise.ai Airdoc Retinal AI (鹰瞳科技) |
Rebellions ATOM inference systems from single server to rack-scale POD | Rebellions (리벨리온) | 🇰🇷 | KT Cloud public-sector NPUaaS (CSAP-certified, Jun 2026); ATOM-Max customer count not disclosed | 66 Korea strong | 98 | 57 | 82 | 84% | RNGD PCIe NXT RNGD Server Hopper GPU H100/H200 Instinct GPU MI300X/MI350 Groq LPU (chip/GroqNode/GroqRack) Cerebras Inference Tenstorrent AI Cloud |
Huawei's Atlas AI compute systems for datacentre and edge | Huawei (华为) | 🇨🇳 | Not disclosed | 63 Unproven | 98 | 59 | 82 | 85% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
De-facto orchestration framework for LLM applications | LangChain | 🌐 | Not disclosed | 73 Niche | 68 | 53 | 82 | 88% | LlamaIndex CrewAI AutoGen Haystack |
Open-source workflow automation and AI agent platform | n8n | 🌐 | est. 400,000+ active users | 86 Proven | 95 | 81 | 82 | 89% | Zapier Agents Make Automation Platform Pipedream Activepieces Windmill |
The AI-first code editor | Cursor (Anysphere) | 🌐 | 2M+ | 86 Proven | 81 | 68 | 82 | 72% | GitHub Copilot Claude Code Replit |
AI-powered enterprise knowledge agent | Glean | 🌐 | 1M+ | 91 Proven | 66 | 76 | 81 | 86% | Allganize Enterprise Search Goover (구버) NotebookLM Microsoft 365 Copilot |
Mistral AI's general-purpose language model family | Mistral AI | 🌐 | Not disclosed | 100 Proven | 94 | 59 | 81 | 100% | GPT Claude Gemini Grok |
General AI assistant across Microsoft products | Microsoft | 🌐 | 100M+ | 90 Proven | 94 | 60 | 80 | 59% | ChatGPT Claude Gemini |
All-in-one AI workspace and agentic research platform. | Genspark (아크) | 🌐 | Not disclosed | 52 Unproven | 36 | 65 | 80 | 86% | ChatGPT Claude Perplexity Liner |
AI document agent for Korea's HWP standard | Hancom (한컴) | 🇰🇷 | Not disclosed | 38 Unproven | 42 | 48 | 80 | 82% | Microsoft 365 Copilot Gemini for Google Workspace Naver Works AI Polaris Office AI |
Photorealistic AI images | 🌐 | Enterprise | 94 Proven | 68 | 50 | 80 | 90% | dall-e Midjourney Stable Diffusion | |
AI video generation and creative editing suite | Runway | 🌐 | 5M+ | 87 Proven | 79 | 77 | 80 | 92% | Descript OpusClip Captions Vrew Kling (可灵) Pika Luma AI Midjourney ChatGPT |
Unified AI development platform | Google Cloud | 🌐 | Enterprise | 90 Proven | 78 | 49 | 80 | 87% | AWS Bedrock Azure OpenAI Mosaic AI Snowflake Cortex AI Azure AI Foundry Databricks Snowflake Cortex |
Enterprise AI services | Azure | 🌐 | Fortune 500 | 89 Proven | 98 | 48 | 80 | 77% | AWS Bedrock Vertex AI Mosaic AI Snowflake Cortex AI |
Video understanding API | Twelve Labs (트웰브랩스) | 🇰🇷 | 30K+ developers | 82 Niche | 83 | 79 | 80 | 83% | Video AI Vertex AI AWS Bedrock Azure OpenAI |
Alibaba's open model hub and Model-as-a-Service community | Alibaba (阿里巴巴) | 🇨🇳 | Not disclosed | 71 Niche | 94 | 37 | 80 | 78% | Hugging Face Hub PaddlePaddle (飞桨) Qwen (通义千问) SiliconFlow MaaS |
AI-native risk, lending and service stack for digital banking | WeBank (微众银行) | 🇨🇳 | 115,000+ trained models over 126PB of data; customer counts not disclosed for the AI stack | 31 Local | 84 | 47 | 80 | 72% | Zhixiaobao (支小宝) toss-ai kakaobank-ai Du Xiaoman PeopleFund CSS |
RapidAI's imaging platform for stroke and vascular triage | RapidAI | 🌐 | 10M+ scans across 2,500+ hospitals | 86 Proven | 96 | 64 | 80 | 90% | Viz.ai One Brainomix 360 e-Stroke Aidoc harrison-ai-annalise-ctb |
12 FDA-cleared findings from a single chest X-ray — pneumothorax, effusion, vertebral fractures, and more. | Harrison.ai | 🌐 | 7M+ patient cases; 1,000+ sites | 82 Niche | 80 | 59 | 80 | 88% | Rapid Aidoc qXR Gleamer |
10 FDA clearances for stroke imaging triage — mandated across all NHS England and Wales stroke centers. | Brainomix | 🌐 | 1.5M+ patients; 300+ hospitals | 86 Proven | 90 | 70 | 80 | 90% | Rapid Viz.ai One |
AI coronary plaque vulnerability analysis from CTA — identifies rupture-prone plaques; nationally covered by Aetna and Cigna. | HeartFlow | 🌐 | Not disclosed | 65 Unproven | 76 | 47 | 80 | 92% | HeartFlow FFRCT Analysis Siemens Healthineers cFFR Cleerly |
AI layer across United Imaging's scanner and radiotherapy fleet | United Imaging (联影医疗) | 🇨🇳 | Embedded across United Imaging's installed scanner base; unit counts not disclosed | 52 Unproven | 83 | 38 | 80 | 70% | Siemens Healthineers AI-Rad GE HealthCare Edison Philips SmartSpeed InferRead (推想医疗) |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Khan Academy | 🌐 | 2M+ | 84 Niche | 79 | 87 | 80 | 79% | Quizlet AI Coursera AI Duolingo Max CheggMate |
AI study tools over Quizlet's study-set corpus | Quizlet | 🌐 | 60M+ MAU | 100 Proven | 56 | 80 | 80 | 83% | Khanmigo Coursera AI Duolingo Max CheggMate Chegg Mate Brainly |
Figure AI's general-purpose humanoid robot line | Figure AI | 🌐 | Pilot deployments | 82 Niche | 98 | 61 | 80 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p Atlas Tesla Optimus Unitree Humanoid NEO |
Tesla's humanoid robot | Tesla | 🌐 | In development | 87 Proven | 98 | 42 | 80 | 80% | Figure Atlas Unitree Humanoid NEO Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
World's most dynamic humanoid | Boston Dynamics | 🌐 | Research partners | 90 Proven | 95 | 52 | 80 | 76% | Figure Tesla Optimus Unitree Humanoid |
Baidu ERNIE model family surfaced through Qianfan | Baidu (百度) | 🇨🇳 | Not disclosed | 45 Unproven | 87 | 50 | 80 | 100% | Qwen (通义千问) DeepSeek (深度求索 V4) HyperCLOVA X (하이퍼클로바X) GPT Claude Gemini Grok ChatGPT Doubao (豆包) |
01.AI open and commercial foundation-model family | 01.AI (零一万物) | 🇨🇳 | Not disclosed | 58 Unproven | 91 | 61 | 80 | 100% | Qwen (通义千问) DeepSeek (深度求索 V4) ERNIE (文心 5.0) Kimi (Kimi 智能助手) GLM (智谱 GLM-5.1) |
Korea's sovereign AI foundation model | Naver (네이버) | 🇰🇷 | Not disclosed | 24 Local | 98 | 53 | 80 | 100% | EXAONE (엑사원) Solar LLM (솔라 LLM) Kanana (카나나) Qwen (通义千问) Gemini |
Tencent AI assistant | Tencent (腾讯) | 🇨🇳 | Not disclosed | 46 Unproven | 83 | 42 | 80 | 100% | GPT Claude Gemini Grok |
Tencent Cloud AI coding assistant and IDE | Tencent (腾讯) | 🇨🇳 | Not disclosed | 46 Unproven | 83 | 42 | 80 | 100% | GPT Claude Gemini Grok |
Efficient Korean enterprise LLM | Upstage (업스테이지) | 🇰🇷 | Not disclosed | 48 Unproven | 80 | 62 | 80 | 100% | HyperCLOVA X (하이퍼클로바X) EXAONE (엑사원) Kanana (카나나) GPT Claude Gemini Grok Qwen (通义千问) |
Tencent Cloud's end-to-end machine-learning platform | Tencent (腾讯) | 🇨🇳 | Not disclosed | 61 Unproven | 93 | 48 | 80 | 100% | GPT Claude Gemini Grok |
MiniMax model API and token plan | MiniMax | 🇨🇳 | Not disclosed | 59 Unproven | 98 | 54 | 80 | 100% | Together AI OpenRouter AWS Bedrock GroqCloud SiliconFlow MaaS |
MiniMax speech model and audio product line | MiniMax | 🇨🇳 | Not disclosed | 51 Unproven | 91 | 54 | 80 | 100% | ElevenLabs OpenAI TTS Google Cloud Text-to-Speech |
StepFun's Step foundation-model family | StepFun | 🇨🇳 | Not disclosed | 57 Unproven | 89 | 60 | 80 | 100% | GPT Claude Gemini Grok |
Z.ai API and model platform | Zhipu AI (智谱AI) | 🇨🇳 | Not disclosed | 45 Unproven | 92 | 47 | 80 | 100% | GPT Claude Gemini Grok |
Korean foundation-model program with internal LG deployment and open-weight releases | LG AI Research (LG AI연구원) | 🇰🇷 | Not disclosed | 49 Unproven | 92 | 40 | 80 | 100% | HyperCLOVA X (하이퍼클로바X) Solar LLM (솔라 LLM) Kanana (카나나) Llama Mistral Qwen (通义千问) DeepSeek (深度求索 V4) GPT |
AI customer support agents for enterprise service teams | Decagon | 🌐 | Not disclosed | 73 Niche | 61 | 52 | 80 | 98% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Search, summarisation and review across stored content | Dropbox | 🌐 | Not disclosed | 66 Unproven | 57 | 46 | 79 | 72% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Coda | 🌐 | Not disclosed | 64 Unproven | 60 | 52 | 79 | 68% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Fathom | 🌐 | Not disclosed | 64 Unproven | 59 | 62 | 79 | 71% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Miro | 🌐 | Not disclosed | 67 Unproven | 62 | 46 | 79 | 74% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Workday | 🌐 | Not disclosed | 67 Unproven | 62 | 44 | 79 | 73% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Zoom | 🌐 | Not disclosed | 65 Unproven | 62 | 41 | 79 | 62% | Zapier Agents n8n Make AI Agents Workato |
Agent builder for enterprise document workflows | Upstage (업스테이지) | 🇰🇷 | Named enterprise references | 63 Korea strong | 51 | 70 | 79 | 100% | aws-textract google-document-ai azure-form n8n GPT Claude Gemini Grok OpenAI Embeddings Voyage AI |
Pika's AI video generation product | Pika | 🌐 | Not disclosed | 55 Unproven | 54 | 60 | 79 | 90% | Midjourney ChatGPT Stable Diffusion Ideogram |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Colossyan | 🌐 | Not disclosed | 69 Unproven | 59 | 63 | 79 | 81% | HeyGen Synthesia D-ID Agents Captions |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | D-ID | 🌐 | Not disclosed | 69 Unproven | 59 | 59 | 79 | 85% | Midjourney ChatGPT Stable Diffusion Ideogram |
Ideogram's AI image generator with reliable in-image text | Ideogram | 🌐 | Not disclosed | 55 Unproven | 54 | 65 | 79 | 90% | Midjourney ChatGPT Stable Diffusion Flux |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Canva | 🌐 | Not disclosed | 85 Niche | 62 | 51 | 79 | 94% | Midjourney ChatGPT Stable Diffusion Ideogram |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Hypotenuse AI | 🌐 | Not disclosed | 57 Unproven | 65 | 65 | 79 | 79% | Midjourney ChatGPT Stable Diffusion Ideogram |
JD Cloud enterprise-agent architecture | JD.com | 🇨🇳 | Not disclosed | 64 Unproven | 74 | 44 | 79 | 74% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Mercari | 🌐 | Not disclosed | 74 Niche | 79 | 46 | 79 | 75% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Pencil | 🌐 | Not disclosed | 71 Niche | 71 | 60 | 79 | 70% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Siena AI | 🌐 | Not disclosed | 71 Niche | 65 | 61 | 79 | 71% | Dynamic Yield Bloomreach Constructor Algolia AI |
Enterprise brand-conditioned content generation | Typeface | 🌐 | Not disclosed | 72 Niche | 83 | 56 | 79 | 74% | Dynamic Yield Bloomreach Constructor Algolia AI |
Managed, engine-optimized inference for generative AI models. | FriendliAI | 🇰🇷 | Named enterprise customers (count undisclosed) | 69 Korea strong | 87 | 72 | 79 | 83% | Together AI Fireworks AI Baseten Inference Modal anyscale Replicate |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | LlamaIndex | 🌐 | Not disclosed | 90 Proven | 84 | 64 | 79 | 84% | LangChain CrewAI AutoGen Haystack |
Serverless GPU compute for AI workloads | Modal | 🌐 | Not disclosed | 90 Proven | 80 | 56 | 79 | 81% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Evaluation and observability for LLM product teams | Braintrust | 🌐 | Not disclosed | 83 Niche | 75 | 65 | 79 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI governance, policy and regulatory readiness | Credo AI | 🌐 | Not disclosed | 62 Unproven | 80 | 62 | 79 | 77% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Self-learning network anomaly detection and response | Darktrace (아크) | 🌐 | Not disclosed | 78 Niche | 78 | 63 | 79 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI model evaluation and monitoring | Datumo (셀렉트스타) | 🇰🇷 | Enterprise | 70 Niche | 90 | 70 | 79 | 79% | scale-ai Arize arthur-ai |
Open-source testing and vulnerability scanning for AI models | Giskard | 🌐 | Not disclosed | 64 Unproven | 58 | 64 | 79 | 86% | AWS Bedrock Vertex AI Azure AI Foundry Databricks GPT Claude Gemini Grok |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Humanloop | 🌐 | Not disclosed | 90 Proven | 74 | 64 | 79 | 84% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | JetBrains | 🌐 | Not disclosed | 90 Proven | 84 | 60 | 79 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Hosted model API and MaaS platform | SiliconFlow | 🇨🇳 | Not disclosed | 69 Unproven | 79 | 62 | 79 | 89% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Inference, fine-tuning and GPU clusters for open models | Together AI | 🌐 | Not disclosed | 83 Niche | 80 | 58 | 79 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks CoreWeave Lambda Labs RunPod Serverless Vast.ai |
Data and ML monitoring with privacy-preserving telemetry | WhyLabs | 🌐 | Not disclosed | 83 Niche | 68 | 64 | 79 | 86% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Inference platform for open and fine-tuned models | Fireworks AI | 🌐 | Enterprise developers | 99 Proven | 96 | 64 | 79 | 86% | Together AI GroqCloud Replicate AWS Bedrock Vertex AI Modal |
AutoML, document AI and open LLMs on one platform | H2O.ai | 🌐 | Not disclosed | 93 Proven | 80 | 56 | 79 | 90% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Framework for programming and optimising LLM pipelines | DSPy | 🌐 | Not disclosed | 62 Unproven | 68 | 65 | 79 | 77% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Boosted.ai | 🌐 | Not disclosed | 63 Unproven | 70 | 62 | 79 | 78% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Visa | 🌐 | Not disclosed | 48 Unproven | 84 | 43 | 79 | 78% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Life-sciences research model for biology and drug-discovery workflows | OpenAI | 🌐 | Research preview for qualified enterprise customers | 87 Proven | 62 | 43 | 79 | 91% | insitro Recursion Atomwise BenevolentAI |
Care-coordination platform for time-critical imaging findings | Viz.ai | 🌐 | Not disclosed | 78 Niche | 86 | 55 | 79 | 87% | insitro Recursion Atomwise BenevolentAI |
AI diagnostics for medical imaging | Vuno (뷰노) | 🇰🇷 | Not disclosed | 49 Unproven | 86 | 61 | 79 | 93% | Lunit INSIGHT Aidoc Viz.ai One Rapid Riverain insitro Recursion Atomwise BenevolentAI Dascena InSight |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Corti | 🌐 | Not disclosed | 76 Niche | 71 | 62 | 79 | 85% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Rad AI (스트라드비젼) | 🌐 | Not disclosed | 78 Niche | 73 | 55 | 79 | 84% | insitro Recursion Atomwise BenevolentAI |
World's first FDA-cleared radiomics AI for lung cancer risk prediction — CPT-reimbursed at $650/procedure. | Optellum | 🌐 | 3M+ nodules analyzed; 250+ clinical sites | 73 Niche | 81 | 65 | 79 | 88% | Aidoc ClearRead CT Rad AI Continuity |
FDA-cleared AI stethoscope algorithm detecting low ejection fraction — CMS reimbursed at $128.90/use. | Eko Health | 🌐 | 650K+ devices sold | 82 Niche | 81 | 57 | 79 | 88% | ECG-AI Suite AliveCor Cardiologs |
FDA Breakthrough–designated brain CT AI for hemorrhage and hematoma — Medicare NTAP reimbursed. | Harrison.ai | 🌐 | 1,000+ sites; 7M+ cases across portfolio | 82 Niche | 81 | 59 | 79 | 90% | Rapid Brainomix 360 e-Stroke Aidoc Viz.ai One |
AI monitoring of pulmonary fibrosis progression from CT — co-primary endpoint in Boehringer Ingelheim Phase 3 trial. | Brainomix | 🌐 | Not disclosed | 62 Unproven | 68 | 60 | 79 | 88% | SubtlePET Thirona IMBIO |
FDA-cleared AI enabling 4x faster PET scans at lower radiotracer dose — scanner-agnostic across major OEMs. | Subtle Medical (메디컬에이아이) | 🌐 | Not disclosed | 76 Niche | 73 | 61 | 79 | 85% | GE HealthCare Siemens Healthineers PET Philips PET |
AI vessel suppression for chest CT improving nodule visibility; opportunistic CAC scoring from routine ungated CTs. | Riverain Technologies | 🌐 | 104 VA sites; UCHealth 5 hospitals | 84 Niche | 96 | 74 | 79 | 85% | Virtual Nodule Clinic Aidoc SubtlePET |
IONIQ 5 vehicle-platform integration for Waymo One autonomous ride-hailing. | Hyundai (현대자동차) | 🇰🇷 | Not disclosed | 58 Korea strong | 95 | 42 | 79 | 65% | Tesla FSD Mobileye Drive Zoox Robotaxi Cruise |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Boston Dynamics | 🌐 | Not disclosed | 86 Proven | 98 | 51 | 79 | 85% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Hanwha Aerospace multipurpose unmanned ground vehicle. | Hanwha (한화) | 🇰🇷 | Not disclosed | 61 Korea strong | 98 | 49 | 79 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
UBTech's humanoid robot line for service and industrial work | UBTech | 🇨🇳 | Not disclosed | 66 Unproven | 98 | 44 | 79 | 91% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p Figure 1X NEO Tesla Optimus Boston Dynamics Atlas |
Affordable quadruped robot | Unitree Robotics (宇树科技) | 🇨🇳 | 50K+ | 66 Unproven | 98 | 64 | 79 | 78% | Spot Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 |
Open and commercial AI model or AI product from Meta | Meta | 🌐 | Not disclosed | 92 Proven | 83 | 41 | 79 | 100% | GPT Claude Gemini Grok |
MiniMax AI video-generation product | MiniMax | 🇨🇳 | Not disclosed | 51 Unproven | 91 | 47 | 79 | 100% | Kling (可灵) Veo Runway Pika |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | ServiceNow | 🌐 | Not disclosed | 80 Niche | 77 | 47 | 79 | 91% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI assistant across Meta apps and the web | Meta | 🌐 | ~1B MAU across Meta apps (Meta-reported, bundled cross-app figure) | 80 Proven | 74 | 36 | 78 | 72% | ChatGPT Gemini Microsoft Copilot |
AI assistant for security operations | Microsoft | 🌐 | Not disclosed | 78 Proven | 63 | 37 | 78 | 62% | Falcon Foundry Splunk AI PAN-OS AI Runtime Security Singularity Hyperautomation |
Voice AI assistant | Amazon | 🌐 | 500M+ Alexa-enabled devices sold (installed base, not AI-product users) | 79 Proven | 69 | 33 | 78 | 62% | ChatGPT Gemini Microsoft Copilot Meta AI Dynamic Yield Bloomreach Constructor Algolia AI |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | 🌐 | Not disclosed | 79 Proven | 63 | 39 | 78 | 68% | Zapier Agents n8n Make AI Agents Workato | |
CRM and ERP assistant | Microsoft | 🌐 | Not disclosed | 78 Proven | 63 | 38 | 78 | 64% | ChatGPT Claude Gemini Perplexity |
AI assistant embedded across Microsoft 365 | Microsoft | 🌐 | Not disclosed | 78 Proven | 63 | 38 | 78 | 64% | ChatGPT Claude Gemini Perplexity |
AI assistant for business intelligence | Microsoft | 🌐 | Not disclosed | 77 Niche | 68 | 36 | 78 | 57% | ChatGPT Claude Gemini Perplexity |
Korean case-law database with AI search and analysis | LBox | 🇰🇷 | Not disclosed | 49 Unproven | 60 | 54 | 78 | 66% | ChatGPT Claude Gemini Microsoft Copilot |
Low-code copilot and agent builder | Microsoft | 🌐 | Not disclosed | 79 Proven | 63 | 41 | 78 | 78% | GitHub Copilot Cursor Windsurf Editor Tabnine Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI legal assistant for Korean lawyers and legal teams | Law&Company (로앤컴퍼니) | 🇰🇷 | 6K+ users | 61 Korea strong | 66 | 67 | 78 | 78% | Harvey CoCounsel Lexis+ AI vLex Vincent |
SK Telecom's AI assistant | SK Telecom (SK텔레콤) | 🇰🇷 | 5M+ | 49 Local | 61 | 56 | 78 | 64% | chatgpt-for-kakao ChatGPT Gemini |
Account-based revenue AI | 6sense | 🌐 | Not disclosed | 66 Unproven | 61 | 47 | 78 | 72% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Airtable | 🌐 | Not disclosed | 67 Unproven | 62 | 46 | 78 | 76% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Figma | 🌐 | Not disclosed | 66 Unproven | 62 | 42 | 78 | 68% | Zapier Agents n8n Workato Tray.io |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | HubSpot | 🌐 | Not disclosed | 67 Unproven | 62 | 43 | 78 | 72% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Otter.ai | 🌐 | Not disclosed | 64 Unproven | 60 | 52 | 78 | 70% | Zapier Agents n8n Make AI Agents Workato |
AI research over patent, chemical and biomedical literature | PatSnap | 🌐 | Not disclosed | 50 Unproven | 53 | 51 | 78 | 71% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Writer | 🌐 | Not disclosed | 64 Unproven | 60 | 52 | 78 | 71% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Zoom | 🌐 | Not disclosed | 66 Unproven | 62 | 43 | 78 | 70% | Zapier Agents n8n Make AI Agents Workato |
AI research agent and cited search engine. | Liner (라이너) | 🇰🇷 | est. 1M+ active users (self-reported) | 72 Niche | 65 | 87 | 78 | 86% | Perplexity Genspark ChatGPT Claude |
Enterprise search and agent building over internal knowledge | Allganize (올거나이즈) | 🇰🇷 | Not disclosed | 54 Unproven | 42 | 62 | 78 | 92% | Glean Cohere RAG Vectara Mendable Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Enterprise LLM assistant over internal documents | Allganize (올거나이즈) | 🇰🇷 | 200+ enterprises | 62 Korea strong | 51 | 69 | 78 | 96% | LangChain CrewAI microsoft-power-automate |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | ServiceNow | 🌐 | Not disclosed | 77 Niche | 63 | 46 | 78 | 91% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
iFLYTEK's Spark assistant and model family | iFlytek (科大讯飞) | 🇨🇳 | Not disclosed | 45 Unproven | 33 | 41 | 78 | 88% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI hiring-match platform for Korean tech talent | Wanted Lab (원티드랩) | 🇰🇷 | 3.6M+ registered members (first-party) | 74 Niche | 90 | 67 | 78 | 72% | LinkedIn Saramin JobKorea HireVue Interview Builder |
Image generation experience | Google DeepMind | 🌐 | Not disclosed | 81 Proven | 63 | 43 | 78 | 87% | ElevenLabs Descript Stable Audio Supertone |
Music generation model | Google DeepMind | 🌐 | Not disclosed | 81 Proven | 63 | 45 | 78 | 92% | Suno Udio Stable Audio Mubert |
Music generation experience | Google DeepMind | 🌐 | Not disclosed | 81 Proven | 63 | 43 | 78 | 87% | Suno Udio Stable Audio Mubert |
Image ideation and remix tool | Google DeepMind | 🌐 | Not disclosed | 82 Proven | 63 | 46 | 78 | 96% | Descript ElevenLabs Stable Audio Supertone |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Adobe | 🌐 | Not disclosed | 71 Niche | 63 | 43 | 78 | 78% | ChatGPT Claude Gemini Microsoft Copilot NotebookLM |
AI filmmaking tool built around Google generative media models | Google DeepMind | 🌐 | Not disclosed | 81 Proven | 63 | 44 | 78 | 88% | Descript ElevenLabs Stable Audio Supertone |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | OpusClip | 🌐 | Not disclosed | 69 Unproven | 59 | 64 | 78 | 86% | Descript Captions Vrew Adobe Premiere AI |
Voice synthesis, conversion, dubbing and speech cleanup | Supertone (수퍼톤) | 🇰🇷 | Enterprise | 64 Korea strong | 65 | 64 | 78 | 90% | ElevenLabs resemble-ai murf Midjourney ChatGPT Stable Diffusion Ideogram Descript Stable Audio |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Adobe | 🌐 | Not disclosed | 73 Niche | 63 | 45 | 78 | 88% | Midjourney ChatGPT Stable Diffusion Ideogram |
Synthetic AI humans for kiosks, video and virtual presenters | DeepBrain AI (딥브레인AI) | 🇰🇷 | Not disclosed | 41 Unproven | 65 | 60 | 78 | 91% | Synthesia HeyGen D-ID Agents Colossyan AI Avatars Captions Midjourney ChatGPT Stable Diffusion |
Browser video editor with AI subtitles, avatars and generation | VEED | 🌐 | Not disclosed | 55 Unproven | 54 | 65 | 78 | 90% | HeyGen Synthesia D-ID Agents Captions OpusClip Captions Descript Vrew Midjourney ChatGPT Stable Diffusion |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Scenario | 🌐 | Not disclosed | 70 Niche | 59 | 67 | 78 | 87% | Midjourney ChatGPT Stable Diffusion Ideogram |
Synthesia's AI avatar video platform for enterprise communication | Synthesia | 🌐 | Not disclosed | 57 Unproven | 62 | 54 | 78 | 89% | Midjourney ChatGPT Stable Diffusion Ideogram HeyGen D-ID Agents Captions Colossyan AI Avatars |
Text-based audio and video editing | Descript | 🌐 | Not disclosed | 56 Unproven | 37 | 59 | 78 | 94% | VEED Captions Midjourney ChatGPT Stable Diffusion Ideogram |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Adobe | 🌐 | Not disclosed | 73 Niche | 75 | 40 | 78 | 65% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI shopping assistant | Amazon | 🌐 | Not disclosed | 80 Proven | 74 | 35 | 78 | 53% | Shopify Sidekick tongyi-commerce ChatGPT Naver Plus |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Google Cloud | 🌐 | Not disclosed | 60 Unproven | 69 | 40 | 78 | 72% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Google Cloud | 🌐 | Not disclosed | 60 Unproven | 75 | 41 | 78 | 76% | Algolia AI Coveo Lucidworks Bloomreach |
Naver's AI-personalized shopping app and commerce surface. | Naver (네이버) | 🇰🇷 | Not disclosed | 41 Local | 68 | 45 | 78 | 72% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce search and discovery optimised for revenue | Constructor | 🌐 | Not disclosed | NaN Unproven | 71 | 59 | 78 | 78% | Dynamic Yield Bloomreach Algolia AI Nosto |
AI-native ad stack for streaming providers | Moloco | 🇰🇷 | Named global case studies | 82 Niche | 71 | 52 | 78 | 62% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce personalization across search, recommendations and segments | Nosto | 🌐 | Not disclosed | 75 Niche | 65 | 55 | 78 | 71% | Dynamic Yield Bloomreach Constructor Algolia AI |
Meituan foundation-model family | Meituan (美图) | 🇨🇳 | Not disclosed | 52 Unproven | 67 | 52 | 78 | 95% | Dynamic Yield Bloomreach Constructor Algolia AI |
ML-driven Korean lifestyle commerce. | Bucketplace (버킷플레이스) | 🇰🇷 | Korean lifestyle super-app | 52 Unproven | 73 | 55 | 78 | 62% | Pinterest Houzz Wayfair Etsy |
Chat API platform (7B convos/month) | Sendbird (센드버드) | 🇰🇷 | 4,000+ global customers | 84 Proven | 87 | 64 | 78 | 72% | Fin Zendesk AI twilio |
Lablup's GPU cluster orchestration platform, self-hosted or managed | Lablup (래블업) | 🇰🇷 | Research institutions | 61 Korea strong | 76 | 71 | 78 | 84% | run-ai anyscale coreweave AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Unified Azure platform for agents, models, tools, and AI operations | Azure | 🌐 | Not disclosed | 82 Niche | 82 | 44 | 78 | 85% | AWS Bedrock Vertex AI Azure AI Foundry Databricks ElevenLabs Murf LOVO Resemble AI Cognigy Voice Gateway Botpress |
Dark-web threat intelligence and security analytics | S2W | 🇰🇷 | Enterprise | 70 Niche | 95 | 62 | 78 | 73% | Falcon Foundry Splunk AI palo-alto PAN-OS AI Runtime Security Singularity Hyperautomation |
Conversational interface service | AWS | 🌐 | Not disclosed | 94 Proven | 88 | 44 | 78 | 85% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Integrated ML development environment | AWS | 🌐 | Not disclosed | 94 Proven | 88 | 44 | 78 | 86% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Speech-to-text service | AWS | 🌐 | Not disclosed | 93 Proven | 88 | 43 | 78 | 82% | Suki Platform Abridge DeepScribe Ambient AI Nuance DAX |
Document processing and structured extraction platform | Google Cloud | 🌐 | Not disclosed | 94 Proven | 88 | 42 | 78 | 83% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Text understanding API for classification and sentiment | Google Cloud | 🌐 | Not disclosed | 92 Proven | 88 | 40 | 78 | 75% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Video metadata and content intelligence APIs | Google Cloud | 🌐 | Not disclosed | 93 Proven | 88 | 42 | 78 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Open-source SDK for agentic applications | Azure | 🌐 | Not disclosed | 93 Proven | 88 | 43 | 78 | 82% | AWS Bedrock Vertex AI Azure AI Foundry Databricks Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Snowflake | 🌐 | Not disclosed | 93 Proven | 77 | 47 | 78 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Snowflake | 🌐 | Not disclosed | 92 Proven | 87 | 45 | 78 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI code review and profiling service | AWS | 🌐 | Not disclosed | 93 Proven | 88 | 42 | 78 | 78% | GitHub Copilot Cursor Windsurf Editor Tabnine |
Recommendation service | AWS | 🌐 | Not disclosed | 93 Proven | 88 | 43 | 78 | 81% | AWS Bedrock Vertex AI Azure AI Foundry Databricks Dynamic Yield Bloomreach Constructor Algolia AI |
Enterprise AI assistant connected to work data | AWS | 🌐 | Not disclosed | 95 Proven | 80 | 45 | 78 | 92% | AWS Bedrock Vertex AI Azure AI Foundry Databricks Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Distributed training infrastructure | AWS | 🌐 | Not disclosed | 93 Proven | 88 | 43 | 78 | 81% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | GitHub | 🌐 | Not disclosed | 93 Proven | 88 | 43 | 78 | 82% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
SQL-native machine learning and generative AI in BigQuery | Google Cloud | 🌐 | Not disclosed | 94 Proven | 88 | 43 | 78 | 86% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Enterprise notebook environment for data-to-AI work | Google Cloud | 🌐 | Not disclosed | 94 Proven | 88 | 43 | 78 | 84% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Snowflake | 🌐 | Not disclosed | 91 Proven | 87 | 44 | 78 | 76% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Image and video analysis service | AWS | 🌐 | Not disclosed | 92 Proven | 88 | 42 | 78 | 77% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Custom training accelerator | AWS | 🌐 | Not disclosed | 92 Proven | 88 | 41 | 78 | 74% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Builder.io | 🌐 | Not disclosed | 88 Proven | 84 | 61 | 78 | 74% | GitHub Copilot Cursor Windsurf Editor Tabnine |
Training-data production and LLM evaluation for Korean AI builders | Datumo (셀렉트스타) | 🇰🇷 | Not disclosed | 64 Korea strong | 90 | 62 | 78 | 83% | AWS Bedrock Vertex AI Azure AI Foundry Databricks LangSmith Langfuse Arize Helicone |
Small language model family for efficient AI | Azure | 🌐 | Not disclosed | 92 Proven | 88 | 41 | 78 | 76% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Baseten | 🌐 | Not disclosed | 91 Proven | 86 | 51 | 78 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Korea's largest crowdsourced AI training-data platform | Crowdworks (크라우드웍스) | 🇰🇷 | Not disclosed | 65 Korea strong | 85 | 62 | 78 | 89% | Scale AI Labelbox V7 Surge AI GPT Claude Gemini Grok AWS Bedrock Vertex AI |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Databricks | 🌐 | Not disclosed | 93 Proven | 77 | 48 | 78 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Snowflake Cortex LangChain LlamaIndex CrewAI AutoGen vLLM TensorRT-LLM |
Runtime guardrails and red-teaming for LLM applications | Lakera | 🌐 | Not disclosed | 61 Unproven | 68 | 61 | 78 | 75% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Security analytics and remediation AI | Rapid7 | 🌐 | Not disclosed | 77 Niche | 86 | 44 | 78 | 68% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Security analytics and remediation AI | Rapid7 | 🌐 | Not disclosed | 78 Niche | 86 | 45 | 78 | 73% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Snowflake | 🌐 | Not disclosed | 93 Proven | 87 | 46 | 78 | 83% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
TypeScript toolkit and gateway for building AI applications | Vercel | 🌐 | Not disclosed | 84 Niche | 85 | 54 | 78 | 86% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Enterprise AI operating system for industrial AI | MakinaRocks (마키나락스) | 🇰🇷 | Enterprise | 67 Korea strong | 94 | 64 | 78 | 91% | DataRobot Databricks c3-ai-suite palantir-aip Dataiku |
Cybersecurity AI analyst and platform | CrowdStrike | 🌐 | Not disclosed | 79 Niche | 87 | 44 | 78 | 75% | Splunk AI PAN-OS AI Runtime Security Singularity Hyperautomation Darktrace |
AI model security and threat detection | HiddenLayer | 🌐 | Not disclosed | 78 Niche | 84 | 63 | 78 | 84% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI triage and autofix over application errors | Sentry | 🌐 | Not disclosed | 79 Niche | 59 | 53 | 78 | 82% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | StackBlitz | 🌐 | Not disclosed | 89 Proven | 84 | 64 | 78 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI-driven network detection and response | Vectra AI | 🌐 | Not disclosed | 63 Unproven | 81 | 47 | 78 | 74% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Open-source evaluation framework for RAG systems | Ragas | 🌐 | Not disclosed | 62 Unproven | 68 | 65 | 78 | 79% | Glean Cohere RAG Vectara Mendable |
AI across Datadog's observability and security platform | Datadog | 🌐 | Not disclosed | 80 Niche | 82 | 45 | 78 | 79% | Falcon Foundry Splunk AI PAN-OS AI Runtime Security Singularity Hyperautomation LangSmith Langfuse Arize Helicone Superhuman Ask AI Shortwave |
VESSL's MLOps platform for training, serving, and pipelines. | VESSL AI (베슬에이아이) | 🇰🇷 | Named enterprise & research customers (count undisclosed) | 69 Korea strong | 82 | 66 | 78 | 85% | weights-biases MLflow neptune |
AI-powered UI generation by Vercel | Vercel | 🌐 | 1M+ | 100 Proven | 93 | 68 | 78 | 85% | AWS Bedrock Vertex AI Azure AI Foundry Databricks Replit |
AI virtual metrology for semiconductor fabs | Gauss Labs (가우스랩스) | 🇰🇷 | Not disclosed | 65 Korea strong | 79 | 58 | 78 | 90% | PDF Solutions Exensio Applied Materials SmartFactory Onto Innovation Tignis |
Containerized inference microservices for deploying models on NVIDIA GPUs | NVIDIA | 🌐 | Enterprise AI deployment infrastructure; customer counts not disclosed | 94 Proven | 88 | 42 | 78 | 80% | Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p AWS Trainium |
Open-source model serving for multi-framework inference | NVIDIA | 🌐 | Open inference serving infrastructure; user counts not disclosed | 95 Proven | 89 | 43 | 78 | 82% | vLLM TensorRT-LLM Together AI Anyscale |
Managed AI training capacity on NVIDIA GPU clusters, rented through major clouds | NVIDIA | 🌐 | Cloud AI supercomputing service; customer counts not disclosed | 95 Proven | 88 | 43 | 78 | 83% | Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p AWS Trainium |
Open-source LLM inference optimization library for NVIDIA GPUs | NVIDIA | 🌐 | Developer inference optimization stack; user counts not disclosed | 95 Proven | 83 | 44 | 78 | 86% | vLLM Together AI Anyscale Modal |
Framework for customizing and evaluating models on NVIDIA infrastructure | NVIDIA | 🌐 | Enterprise model customization framework; user counts not disclosed | 95 Proven | 94 | 44 | 78 | 88% | Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p AWS Trainium |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Mastercard | 🌐 | Not disclosed | 48 Unproven | 69 | 44 | 78 | 82% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Dataminr | 🌐 | Not disclosed | 46 Unproven | 62 | 49 | 78 | 80% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | FinChat | 🌐 | Not disclosed | 45 Unproven | 68 | 66 | 78 | 82% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Persona | 🌐 | Not disclosed | 44 Unproven | 76 | 55 | 78 | 77% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Alloy | 🌐 | Not disclosed | 42 Unproven | 75 | 55 | 78 | 69% | Upstart AI Lending Platform Affirm Zest AI Underwriting Pagaya |
AI-managed ETFs and asset-management infrastructure | Qraft AI (크래프트테크놀로지스) | 🇰🇷 | Not disclosed | 28 Local | 78 | 54 | 78 | 82% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Stripe | 🌐 | Not disclosed | 46 Unproven | 83 | 44 | 78 | 75% | Velodyne Ouster Innoviz Aeva |
Consumer financial AI assistant built on Ant's finance model | Ant Group | 🇨🇳 | Available across Alipay; assistant-specific usage not disclosed | 51 Unproven | 56 | 65 | 78 | 88% | Banksalad MyData AI Recommendations toss-ai Du Xiaoman WeBank AI Banking (微众银行) Bloomberg Terminal AI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Microsoft | 🌐 | Not disclosed | 85 Proven | 85 | 35 | 78 | 77% | insitro Recursion Atomwise BenevolentAI |
Coronary artery calcium scoring from CT | Coreline Soft (코어라인소프트) | 🇰🇷 | Not disclosed | 62 Korea strong | 86 | 47 | 78 | 78% | Lunit INSIGHT VUNO Med qTrack Gleamer Copilot Aidoc |
Quantitative lung texture analysis on CT | Coreline Soft (코어라인소프트) | 🇰🇷 | Not disclosed | 64 Korea strong | 86 | 50 | 78 | 90% | Lunit INSIGHT VUNO Med qTrack Gleamer Copilot Aidoc |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Corti | 🌐 | Not disclosed | 78 Niche | 71 | 63 | 78 | 93% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Heidi Health | 🌐 | Not disclosed | 75 Niche | 81 | 56 | 78 | 79% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Gleamer | 🌐 | Not disclosed | 77 Niche | 71 | 62 | 78 | 88% | insitro Recursion Atomwise BenevolentAI |
AI for digital pathology slide review | Paige | 🌐 | Not disclosed | 78 Niche | 71 | 56 | 78 | 91% | insitro Recursion Atomwise BenevolentAI |
Radiology triage platform across clinical specialties | Aidoc | 🌐 | Not disclosed | 63 Unproven | 81 | 51 | 78 | 91% | insitro Recursion Atomwise BenevolentAI |
FDA-cleared AI for prostate cancer grading. | Deep Bio (딥바이오) | 🇰🇷 | Not disclosed | 64 Korea strong | 58 | 65 | 78 | 92% | Paige AISight Ibex Medical Indica Labs |
De novo antibody and protein design platform. | Galux (갤럭스) | 🇰🇷 | Not disclosed | 64 Korea strong | 68 | 59 | 78 | 95% | Generate Platform Exscientia AI Design Cradle Platform Isomorphic Labs |
FDA-cleared deep-learning MRI reconstruction. | AIRS Medical (에어스메디컬) | 🇰🇷 | Not disclosed | 49 Unproven | 68 | 54 | 78 | 92% | SubtlePET GE HealthCare AIR Recon Siemens AI-Rad Philips SmartSpeed |
The first autonomous FDA-cleared AI diagnostic in any medical specialty — diabetic retinopathy without physician review. | Digital Diagnostics | 🌐 | Deployed across Hopkins, Stanford, Mayo, HCA, LabCorp | 82 Niche | 87 | 59 | 78 | 92% | EyeArt Google Health Notal Vision Retinal AI |
Three first-of-kind FDA clearances detecting fatal cardiac conditions invisible to human readers on standard ECG. | Anumana | 🌐 | 150K+ patients in validation studies | 74 Niche | 75 | 60 | 78 | 93% | Eko ELEFT AliveCor Cardiologs |
Autonomous diabetic retinopathy screening cleared for two camera manufacturers — Norway's national AI eye screening system. | Eyenuk | 🌐 | 230K+ patients screened; Norway national deployment | 90 Proven | 96 | 89 | 78 | 90% | LumineticsCore Google Health Notal Vision |
AI cardiovascular disease risk prediction from a single retinal photograph — MFDS cleared, 8-country international deployment. | Mediwhale | 🇰🇷 | 170+ Korean hospitals; 8 international markets | 71 Niche | 96 | 65 | 78 | 90% | EyeArt LumineticsCore sky-labs-cardi-o |
Retinal image analysis for chronic-disease screening | Airdoc (鹰瞳科技) | 🇨🇳 | Not disclosed | 69 Unproven | 87 | 51 | 78 | 92% | Dr. Noon CVD Lunit INSIGHT InferRead (推想医疗) EyeArt LumineticsCore |
AI coaching and course authoring inside Coursera | Coursera | 🌐 | Not disclosed | 55 Unproven | 58 | 47 | 78 | 79% | Khanmigo Quizlet AI Duolingo Max CheggMate Sana 360Learning Docebo Degreed |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Elicit | 🌐 | Not disclosed | 68 Unproven | 61 | 62 | 78 | 79% | Consensus Scite Reference Check Perplexity SciSpace |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Consensus | 🌐 | Not disclosed | 66 Unproven | 61 | 62 | 78 | 69% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
AI test-prep tutor for TOEIC and TOEFL | Socra AI | 🇰🇷 | Not disclosed | 38 Unproven | 56 | 56 | 78 | 75% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Rebellions server for efficient large-scale AI inference | Rebellions (리벨리온) | 🇰🇷 | Enterprise and government environments | 62 Unproven | 98 | 64 | 78 | 83% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p Groq LPU (chip/GroqNode/GroqRack) Cerebras Inference RNGD PCIe Tenstorrent AI Cloud |
FuriosaAI PCIe accelerator for LLM and multimodal inference | FuriosaAI (퓨리오사AI) | 🇰🇷 | Enterprise evaluation; product customers not disclosed | 60 Korea strong | 92 | 57 | 78 | 89% | ATOM-Max Groq LPU (chip/GroqNode/GroqRack) Cerebras Inference nvidia amd |
Huawei's compute architecture and toolchain for Ascend silicon | Huawei (华为) | 🇨🇳 | Not disclosed | 62 Unproven | 98 | 51 | 78 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Huawei's Ascend 910 AI accelerator series — 910B and 910C | Huawei (华为) | 🇨🇳 | Not disclosed | 63 Unproven | 98 | 52 | 78 | 87% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Google Cloud's fifth-generation TPU accelerators — v5e and v5p | Google Cloud | 🌐 | Rentable on Google Cloud worldwide; unit counts not disclosed | 86 Proven | 98 | 41 | 78 | 76% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 AWS Trainium |
3 kW FuriosaAI inference appliance for agentic systems | FuriosaAI (퓨리오사AI) | 🇰🇷 | Furiosa Access evaluation locations | 60 Korea strong | 96 | 58 | 78 | 78% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p Groq LPU (chip/GroqNode/GroqRack) Cerebras Inference ATOM-Max Tenstorrent AI Cloud |
Huawei's open-source deep-learning framework for Ascend | Huawei (华为) | 🇨🇳 | Not disclosed | 61 Unproven | 98 | 62 | 78 | 77% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
FuriosaAI vision accelerator for computer-vision workloads | FuriosaAI (퓨리오사AI) | 🇰🇷 | Not disclosed | 52 Unproven | 87 | 51 | 78 | 89% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Horizon Robotics' assisted-driving stack on Journey silicon | Horizon Robotics | 🇨🇳 | Not disclosed | 66 Unproven | 94 | 50 | 78 | 92% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
DEEPX high-performance edge AI accelerator | DEEPX | 🇰🇷 | Not disclosed | 60 Korea strong | 93 | 54 | 78 | 86% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Tesla | 🌐 | Not disclosed | 87 Proven | 98 | 42 | 78 | 80% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Waymo | 🌐 | Not disclosed | 85 Niche | 98 | 45 | 78 | 86% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Automotive AI compute platform for driver assistance | Black Sesame Technologies | 🇨🇳 | Not disclosed | 64 Unproven | 94 | 48 | 78 | 83% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p Waymo Tesla FSD Mobileye Cruise |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Figure AI | 🌐 | Not disclosed | 86 Proven | 98 | 55 | 78 | 88% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Waymo | 🌐 | Not disclosed | 85 Niche | 98 | 45 | 78 | 87% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Zoox | 🌐 | Not disclosed | 87 Proven | 98 | 42 | 78 | 80% | Waymo Tesla FSD Mobileye Cruise |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | SambaNova | 🌐 | Not disclosed | 85 Niche | 98 | 51 | 78 | 79% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Waymo | 🌐 | Not disclosed | 85 Niche | 98 | 44 | 78 | 81% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Boston Dynamics | 🌐 | Not disclosed | 85 Niche | 98 | 50 | 78 | 81% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Intel (컨피그인텔리전스) | 🌐 | Not disclosed | 84 Niche | 97 | 63 | 78 | 85% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Skild AI | 🌐 | Not disclosed | 84 Niche | 98 | 54 | 78 | 79% | GPT Claude Gemini Grok |
Cambricon's datacentre AI accelerators and Neuware toolchain | Cambricon | 🇨🇳 | Not disclosed | 58 Unproven | 98 | 46 | 78 | 90% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Software-defined vehicle platform for Hyundai Motor Group. | 42dot (포티투닷) | 🇰🇷 | Not disclosed | 42 Unproven | 93 | 50 | 78 | 70% | Tesla SDV VW.OS Sonatus Aptiv SVA |
3D perception software that turns infrastructure LiDAR into AI insights. | Seoul Robotics (서울로보틱스) | 🇰🇷 | Not disclosed | 43 Unproven | 92 | 61 | 78 | 86% | Velodyne Vella Outsight Innoviz Aeva |
Infrastructure-based autonomous-vehicle control system. | Seoul Robotics (서울로보틱스) | 🇰🇷 | Not disclosed | 43 Unproven | 92 | 61 | 78 | 84% | Waymo Driver Mobileye Drive Outsight Innoviz |
Swarm light-show drone flown in fleets of thousands | UVify (유비파이) | 🇰🇷 | 40K+ drones deployed (company-stated) | 70 Niche | 98 | 66 | 78 | 82% | HighGreat Damoda Verge Aero Pablo Air |
Autonomous food-service robot at chain scale | Bear Robotics (베어로보틱스) | 🇰🇷 | Not disclosed | 59 Korea strong | 94 | 44 | 78 | 82% | Keenon Robotics Pudu Robotics Richtech Robotics OrionStar |
ByteDance vision-capable Doubao Seed model surface | ByteDance (字节跳动) | 🇨🇳 | Not disclosed | 45 Unproven | 92 | 49 | 78 | 100% | GPT Claude Gemini Grok |
Kakao's AI platform and business messaging stack | Kakao (카카오) | 🇰🇷 | Not disclosed | 32 Local | 92 | 51 | 78 | 100% | Perplexity You.com Liner Phind |
Healthcare-tuned open model family from Google | 🌐 | Not disclosed | 89 Proven | 98 | 47 | 78 | 100% | GPT Claude Gemini Grok | |
Open vision-language model family from Google | 🌐 | Not disclosed | 89 Proven | 98 | 47 | 78 | 100% | GPT Claude Gemini Grok | |
Baidu AI coding assistant | Baidu (百度) | 🇨🇳 | Not disclosed | 60 Unproven | 93 | 50 | 78 | 100% | GPT Claude Gemini Grok |
Qwen model-building and application platform | Alibaba (阿里巴巴) | 🇨🇳 | Not disclosed | 60 Unproven | 98 | 48 | 78 | 100% | GPT Claude Gemini Grok |
Amazon Bedrock foundation-model family | AWS | 🌐 | Not disclosed | 66 Unproven | 93 | 47 | 78 | 100% | Midjourney ChatGPT Stable Diffusion Ideogram OpenAI Embeddings Voyage AI Cohere Platform BGE |
Amazon's multimodal foundation-model family in Bedrock | AWS | 🌐 | Not disclosed | 66 Unproven | 93 | 54 | 78 | 100% | GPT Claude Gemini Grok AWS Bedrock Vertex AI Azure AI Foundry Databricks Vapi Retell AI |
Korean-language enterprise search, LLM and analytics for closed networks | Konan Technology (코난테크놀로지) | 🇰🇷 | Not disclosed | 49 Unproven | 94 | 54 | 78 | 100% | Glean Cohere RAG Vectara Mendable |
ModelBest efficient multimodal model family | ModelBest | 🇨🇳 | Not disclosed | 42 Unproven | 90 | 72 | 78 | 100% | GPT Claude Gemini Grok |
MiniMax music-generation product line | MiniMax | 🇨🇳 | Not disclosed | 50 Unproven | 91 | 46 | 78 | 97% | Suno Udio ElevenLabs Soundraw |
Developer access for StepFun models | StepFun | 🇨🇳 | Not disclosed | 57 Unproven | 94 | 59 | 78 | 100% | GPT Claude Gemini Grok |
NC AI's game/content foundation-AI platform with a physical-AI pivot | NCSOFT (엔씨소프트) | 🇰🇷 | Not disclosed | 49 Unproven | 81 | 46 | 78 | 100% | GPT Claude Gemini Grok |
Kakao's open-weight Korean foundation model, moving to agents in KakaoTalk | Kakao (카카오) | 🇰🇷 | Not disclosed | 17 Local | 93 | 37 | 78 | 100% | HyperCLOVA X (하이퍼클로바X) Qwen (通义千问) EXAONE (엑사원) Solar LLM (솔라 LLM) Llama Mistral DeepSeek (深度求索 V4) Perplexity You.com |
Korea's first 500B-scale sovereign foundation model | SK Telecom (SK텔레콤) | 🇰🇷 | Not disclosed | 16 Local | 87 | 44 | 78 | 98% | EXAONE (엑사원) Solar LLM (솔라 LLM) HyperCLOVA X (하이퍼클로바X) Motif |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | AWS | 🌐 | Not disclosed | 76 Niche | 77 | 46 | 78 | 93% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Google Cloud | 🌐 | Not disclosed | 74 Niche | 77 | 41 | 78 | 79% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Google Cloud | 🌐 | Not disclosed | 75 Niche | 77 | 43 | 78 | 86% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Google Cloud | 🌐 | Not disclosed | 74 Niche | 77 | 42 | 78 | 81% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Botpress | 🌐 | Not disclosed | 73 Niche | 79 | 65 | 78 | 92% | Cognigy Voice Gateway Kore.ai Yellow.ai Aisera |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Dust | 🌐 | Not disclosed | 71 Niche | 55 | 64 | 78 | 85% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Flowise | 🌐 | Not disclosed | 73 Niche | 73 | 69 | 78 | 95% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Wordware | 🌐 | Not disclosed | 73 Niche | 73 | 68 | 78 | 95% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Open-source LLM application development platform | Dify | 🌐 | Not disclosed | 58 Unproven | 74 | 66 | 78 | 95% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai Glean Cohere RAG Vectara Mendable |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Cursor | 🌐 | Not disclosed | 83 Niche | 79 | 53 | 78 | 80% | GitHub Copilot Windsurf Editor Tabnine Sourcegraph Cody |
AI assistant for software development and AWS operations | AWS | 🌐 | Not disclosed | 85 Niche | 82 | 41 | 78 | 73% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Cursor | 🌐 | Not disclosed | 83 Niche | 79 | 52 | 78 | 76% | GitHub Copilot Windsurf Editor Tabnine Sourcegraph Cody |
Enterprise AI agent build-and-deploy platform | Ant Digital Technologies | 🇨🇳 | Not disclosed | 61 Unproven | 73 | 64 | 78 | 85% | Agentforce Now Assist Coze Tencent enterprise agents Baidu enterprise agents |
Enterprise AI customer experience agent platform | Sendbird (센드버드) | 🇰🇷 | Enterprise | 72 Niche | 75 | 60 | 78 | 96% | intercom-fin Zendesk AI salesforce-agentforce Cognigy Voice Gateway |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Salesforce | 🌐 | Not disclosed | 79 Proven | 79 | 46 | 78 | 90% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai Vapi Retell AI Bland AI PolyAI Customer-Led Voice Automation Sierra Agent OS Decagon |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Salesforce | 🌐 | Not disclosed | 79 Proven | 73 | 46 | 78 | 92% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Conversational AI, voice and AI humans for Korean enterprises | Maum AI (마음AI) | 🇰🇷 | Not disclosed | 59 Korea strong | 64 | 58 | 78 | 98% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Intercom | 🌐 | Not disclosed | 73 Niche | 61 | 53 | 78 | 96% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | PolyAI | 🌐 | Named enterprise customers; active usage not disclosed | 72 Niche | 81 | 54 | 78 | 96% | Sierra Voice Vapi Voice Agents Retell Voice Agents Bland Voice Agents |
AI agents, copilot and quality management in Zendesk | Zendesk | 🌐 | Not disclosed | 72 Niche | 66 | 61 | 78 | 99% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI prospect research and enrichment platform | Clay | 🌐 | Not disclosed | 63 Unproven | 65 | 56 | 77 | 69% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Coda | 🌐 | Not disclosed | 65 Unproven | 60 | 53 | 77 | 74% | Zapier Agents n8n Make AI Agents Workato |
AI across Alibaba's DingTalk workplace suite | DingTalk | 🇨🇳 | Not disclosed | 53 Unproven | 54 | 57 | 77 | 70% | Otter.ai Fireflies tldv Granola ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Motion | 🌐 | Not disclosed | 64 Unproven | 59 | 62 | 77 | 72% | Zapier Agents n8n Make AI Agents Workato |
Conversational recruiting automation | Paradox | 🌐 | Not disclosed | 63 Unproven | 60 | 49 | 77 | 64% | ChatGPT Claude Gemini Microsoft Copilot |
Outbound sales content and agent platform | Regie.ai | 🌐 | Not disclosed | 62 Unproven | 65 | 58 | 77 | 63% | Gong AI Apollo Outreach Clari |
Talent search and workforce AI | SeekOut | 🌐 | Not disclosed | 64 Unproven | 60 | 50 | 77 | 69% | ChatGPT Claude Gemini Microsoft Copilot |
Summarisation, search and workflow automation in Slack | Slack | 🌐 | Not disclosed | 49 Unproven | 55 | 50 | 77 | 69% | Zapier Agents n8n Make AI Agents Workato |
Meitu AI image creation product | Meitu (美图) | 🇨🇳 | Not disclosed | 47 Unproven | 56 | 48 | 77 | 87% | Midjourney ChatGPT Stable Diffusion Ideogram |
Recraft's AI design and vector-graphics generator | Recraft | 🌐 | Not disclosed | 70 Niche | 60 | 65 | 77 | 92% | Midjourney ChatGPT Stable Diffusion Ideogram |
Synthetic avatar video and translation | HeyGen | 🌐 | Not disclosed | 55 Unproven | 36 | 64 | 77 | 88% | Midjourney ChatGPT Stable Diffusion Ideogram Synthesia D-ID Agents Captions Colossyan AI Avatars |
3D asset generation from text and images | Meshy | 🌐 | Not disclosed | 55 Unproven | 36 | 64 | 77 | 89% | Midjourney ChatGPT Stable Diffusion Ideogram |
Personalization and recommendations for commerce experiences | Dynamic Yield | 🌐 | Not disclosed | 75 Niche | 65 | 61 | 77 | 74% | Bloomreach Constructor Algolia AI Nosto |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Gorgias | 🌐 | Not disclosed | 71 Niche | 77 | 54 | 77 | 72% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI across Klaviyo's marketing automation platform | Klaviyo | 🌐 | Not disclosed | 74 Niche | 74 | 43 | 77 | 74% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI-powered onsite ads for retailers and marketplaces | Moloco | 🇰🇷 | Named global case studies | 83 Niche | 93 | 52 | 77 | 66% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI model compression and optimization | Nota AI (노타AI) | 🇰🇷 | Enterprise | 72 Niche | 90 | 65 | 77 | 89% | octoml neural-magic deci-ai AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Self-hostable Friendli Engine for inference in your own environment. | FriendliAI | 🇰🇷 | Not disclosed | 64 Korea strong | 75 | 59 | 77 | 87% | vLLM NVIDIA NIM TensorRT-LLM Together AI |
Vision AI data management | Superb AI (슈퍼브에이아이) | 🇰🇷 | Enterprise | 71 Niche | 98 | 65 | 77 | 83% | scale-ai labelbox v7 AWS Bedrock Vertex AI Azure AI Foundry Databricks |
GPU cluster software and virtualization for AI training | Moreh (모레) | 🇰🇷 | Enterprise | 71 Niche | 98 | 70 | 77 | 84% | run-ai anyscale nvidia Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
On-device AI engine (no GPU needed) | Persona AI | 🇰🇷 | Enterprise | 69 Korea strong | 84 | 61 | 77 | 70% | qualcomm-ai apple-core-ml mediatek |
Autonomous-driving and vision data labelling | AIMMO (에이모) | 🇰🇷 | Not disclosed | 64 Korea strong | 85 | 55 | 77 | 86% | Scale AI Labelbox V7 Surge AI AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Cybersecurity AI analyst and platform | CrowdStrike | 🌐 | Not disclosed | 79 Niche | 87 | 43 | 77 | 75% | Splunk AI PAN-OS AI Runtime Security Singularity Hyperautomation Darktrace |
Open-source LLM evaluation and red-teaming framework | DeepEval | 🌐 | Not disclosed | 78 Niche | 74 | 67 | 77 | 87% | LangSmith Langfuse Arize Helicone |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Pinecone | 🌐 | Not disclosed | 90 Proven | 84 | 56 | 77 | 83% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Developer security scanning with AI code analysis | Snyk | 🌐 | Not disclosed | 92 Proven | 87 | 50 | 77 | 88% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Weaviate's open-source vector database | Weaviate | 🌐 | Not disclosed | 90 Proven | 69 | 61 | 77 | 86% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Bloomberg | 🌐 | Not disclosed | 46 Unproven | 81 | 44 | 77 | 75% | AlphaSense Hebbia Matrix Kensho Bridgewise |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Persona | 🌐 | Not disclosed | 43 Unproven | 70 | 54 | 77 | 73% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Rogo | 🌐 | Not disclosed | 43 Unproven | 83 | 60 | 77 | 74% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Visa | 🌐 | Not disclosed | 46 Unproven | 78 | 41 | 77 | 73% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Nabla | 🌐 | Not disclosed | 76 Niche | 71 | 60 | 77 | 83% | insitro Recursion Atomwise BenevolentAI |
AI bone suppression and line/tube confirmation for chest X-ray — improves subtle lung lesion detection. | Riverain Technologies | 🌐 | Not disclosed | 76 Niche | 79 | 57 | 77 | 82% | Gleamer Aidoc harrison-ai-annalise-cxr |
FDA-cleared real-time coronary angiography AI — vessel segmentation and lesion quantification in 1–2 seconds. | Medipixel | 🇰🇷 | Seoul Asan Medical Center; EuroPCR 2023 presented | 67 Korea strong | 75 | 63 | 77 | 88% | HeartFlow FFRCT Analysis Siemens Healthineers Philips |
FDA-cleared AI OB/GYN ultrasound — identifies 39 standard views, labels 47 structures, reduces keystrokes 94%. | Samsung Medison | 🇰🇷 | 110 countries across Samsung Medison portfolio | 68 Korea strong | 77 | 41 | 77 | 80% | GE HealthCare Philips Siemens Healthineers |
Classroom Q&A platform with AI clustering and teaching assistance | CLASSUM (클라썸) | 🇰🇷 | Not disclosed | 53 Unproven | 56 | 52 | 77 | 74% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Consensus | 🌐 | Not disclosed | 67 Unproven | 61 | 63 | 77 | 76% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Gradescope | 🌐 | Not disclosed | 68 Unproven | 61 | 63 | 77 | 78% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Adaptive learning across subjects with teacher analytics | Century Tech | 🌐 | Not disclosed | 53 Unproven | 56 | 59 | 77 | 78% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Hyundai Motor Group's mobile eccentric droid robotics platform. | Hyundai (현대자동차) | 🇰🇷 | Not disclosed | 59 Korea strong | 95 | 44 | 77 | 77% | Boston Dynamics Spot MiR AMR Agility Digit Unitree Humanoid |
Autonomous mobile robots and orchestration for warehouse fulfilment | Geekplus | 🇨🇳 | Not disclosed | 65 Unproven | 98 | 43 | 77 | 90% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Aurora | 🌐 | Not disclosed | 87 Proven | 98 | 46 | 77 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | John Deere | 🌐 | Not disclosed | 88 Proven | 98 | 45 | 77 | 87% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Unified mobility OS for autonomous Hyundai/Kia vehicles. | 42dot (포티투닷) | 🇰🇷 | Not disclosed | 43 Unproven | 93 | 52 | 77 | 78% | Waymo Driver Mobileye Drive Tesla SDV VW.OS |
Autonomous drone AI for wind, energy, and infrastructure inspection. | Nearthlab (니어스랩) | 🇰🇷 | Not disclosed | 58 Korea strong | 97 | 58 | 77 | 84% | Skydio Percepto DJI Matrice Anduril Ghost |
Korean enterprise AI model or document AI product from Upstage | Upstage (업스테이지) | 🇰🇷 | Not disclosed | 47 Unproven | 89 | 60 | 77 | 100% | GPT Claude Gemini Grok |
Open protocol for connecting AI applications to tools and data | Agentic AI Foundation | 🌐 | Not disclosed | 100 Proven | 92 | 69 | 77 | 100% | OpenAI Agents SDK Google Agent2Agent OpenAPI LangChain |
Agent-centered enterprise model platform from Baidu AI Cloud | Baidu (百度) | 🇨🇳 | Not disclosed | 60 Unproven | 98 | 49 | 77 | 100% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Flowise | 🌐 | Not disclosed | 72 Niche | 78 | 67 | 77 | 90% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Relevance AI | 🌐 | Not disclosed | 73 Niche | 73 | 66 | 77 | 96% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Ada | 🌐 | Not disclosed | 71 Niche | 70 | 56 | 77 | 92% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Cognigy | 🌐 | Not disclosed | 70 Niche | 69 | 58 | 77 | 91% | Botpress Kore.ai Yellow.ai Aisera |
Korea's consumer AI platform aggregating frontier models | Wrtn (뤼튼) | 🇰🇷 | Not disclosed (5M figure is platform-wide registered users across all Wrtn products, not attributable to this product specifically) | 49 Unproven | 48 | 52 | 76 | 72% | ChatGPT Perplexity |
Legal research and professional workflow AI | Thomson Reuters | 🌐 | Not disclosed | 65 Unproven | 62 | 41 | 76 | 66% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | 🌐 | Not disclosed | 79 Proven | 63 | 37 | 76 | 65% | Zapier Agents n8n Make AI Agents Workato | |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | HubSpot | 🌐 | Not disclosed | 66 Unproven | 62 | 42 | 76 | 73% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Miro | 🌐 | Not disclosed | 65 Unproven | 61 | 43 | 76 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Workday | 🌐 | Not disclosed | 67 Unproven | 62 | 43 | 76 | 76% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Copy.ai | 🌐 | Not disclosed | 63 Unproven | 65 | 57 | 76 | 72% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Fireflies.ai | 🌐 | Not disclosed | 63 Unproven | 59 | 61 | 76 | 71% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Anyword | 🌐 | Not disclosed | 63 Unproven | 59 | 56 | 76 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Gamma | 🌐 | Not disclosed | 64 Unproven | 59 | 61 | 76 | 77% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Gamma | 🌐 | Not disclosed | 62 Unproven | 59 | 58 | 76 | 66% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | HubSpot | 🌐 | Not disclosed | 66 Unproven | 62 | 42 | 76 | 72% | Zapier Agents n8n Make AI Agents Workato |
Legal research, drafting, and analytics AI | LexisNexis | 🌐 | Not disclosed | 64 Unproven | 67 | 38 | 76 | 57% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Monday.com | 🌐 | Not disclosed | 68 Unproven | 44 | 44 | 76 | 80% | Zapier Agents n8n Make AI Agents Workato |
Writing, Q&A and automation across a Notion workspace | Notion | 🌐 | Not disclosed | 51 Unproven | 56 | 44 | 76 | 73% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Superhuman | 🌐 | Not disclosed | 63 Unproven | 59 | 52 | 76 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Beautiful.ai | 🌐 | Not disclosed | 64 Unproven | 59 | 61 | 76 | 77% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Coda | 🌐 | Not disclosed | 65 Unproven | 60 | 53 | 76 | 77% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Monday.com | 🌐 | Not disclosed | 66 Unproven | 62 | 41 | 76 | 68% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Reclaim.ai | 🌐 | Not disclosed | 62 Unproven | 59 | 60 | 76 | 65% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Atlassian | 🌐 | Not disclosed | 64 Unproven | 62 | 40 | 76 | 62% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | ClickUp | 🌐 | Not disclosed | 65 Unproven | 61 | 45 | 76 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Granola | 🌐 | Not disclosed | 63 Unproven | 59 | 60 | 76 | 68% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | HubSpot | 🌐 | Not disclosed | 66 Unproven | 62 | 42 | 76 | 70% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Read AI | 🌐 | Not disclosed | 63 Unproven | 59 | 59 | 76 | 71% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Reclaim.ai | 🌐 | Not disclosed | 62 Unproven | 59 | 60 | 76 | 66% | Zapier Agents n8n Make AI Agents Workato |
Talent lifecycle AI | Beamery | 🌐 | Not disclosed | 63 Unproven | 59 | 52 | 76 | 67% | ChatGPT Claude Gemini Microsoft Copilot |
AI recruiting marketplace and interviewer | Mercor | 🌐 | Not disclosed | 65 Unproven | 66 | 48 | 76 | 70% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Superhuman | 🌐 | Not disclosed | 64 Unproven | 59 | 54 | 76 | 75% | Zapier Agents n8n Make AI Agents Workato |
B2B data and revenue AI | ZoomInfo | 🌐 | Not disclosed | 64 Unproven | 62 | 40 | 76 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
Machine translation, writing assistance and speech | DeepL | 🌐 | Not disclosed | 66 Unproven | 37 | 52 | 76 | 80% | Zapier Agents n8n Make AI Agents Workato |
Brand-conditioned marketing content generation | Jasper | 🌐 | Not disclosed | 64 Unproven | 54 | 54 | 76 | 74% | Zapier Agents n8n Make AI Agents Workato |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Allganize (올거나이즈) | 🇰🇷 | Not disclosed | 54 Unproven | 59 | 62 | 76 | 96% | GPT Claude Gemini Grok |
Academic research AI for paper-based research. | Liner (라이너) | 🇰🇷 | Not disclosed | 70 Niche | 16 | 55 | 76 | 84% | Perplexity NotebookLM Consensus Copilot Scite Assistant |
AI research and briefing assistant for professionals | Saltlux (솔트룩스) | 🇰🇷 | Enterprise | 61 Korea strong | 57 | 65 | 76 | 91% | Perplexity Glean coveo |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | SAP (네오사피엔스) | 🌐 | Not disclosed | 66 Unproven | 59 | 58 | 76 | 86% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Chinese speech, education, and language AI platform | iFlytek (科大讯飞) | 🇨🇳 | Not disclosed | 59 Unproven | 56 | 39 | 76 | 84% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI call-recording and transcription app | Return Zero (리턴제로) | 🇰🇷 | 1M+ users (company-reported) | 75 Niche | 53 | 77 | 76 | 92% | Naver Clova Note Otter Daglo (다글로) |
Korean NLP enterprise search engine | Wisenut (와이즈넛) | 🇰🇷 | Not disclosed | 53 Unproven | 37 | 48 | 76 | 85% | Allganize Enterprise Search Konan Technology Elastic AI Glean |
Chat with AI characters | Character AI | 🌐 | 31.6M+ app MAU est. | 91 Proven | 66 | 81 | 76 | 85% | Midjourney ChatGPT Stable Diffusion Ideogram |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Colossyan | 🌐 | Not disclosed | 69 Unproven | 64 | 63 | 76 | 87% | Midjourney ChatGPT Stable Diffusion Ideogram |
AI upscaling, denoising and restoration for photo and video | Topaz Labs | 🌐 | Not disclosed | 55 Unproven | 60 | 62 | 76 | 92% | Adobe Firefly Nano Banana Stable Diffusion Leonardo AI Krea Midjourney ChatGPT Ideogram |
AI music generation with editing controls | Udio (가우디오랩) | 🌐 | Not disclosed | 55 Unproven | 42 | 62 | 76 | 91% | Midjourney ChatGPT Stable Diffusion Ideogram |
Captions' AI video creation and editing app | Captions | 🌐 | Not disclosed | 55 Unproven | 54 | 62 | 76 | 92% | VEED Descript OpusClip Captions Midjourney ChatGPT Stable Diffusion Ideogram |
AI-backed matching inside Hyperconnect's Azar video-chat service. | Hyperconnect | 🇰🇷 | Not disclosed | 55 Korea strong | 48 | 55 | 76 | 82% | tinder-ai bumble-ai hinge-ai Zeta (제타) Character.AI |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Wonder Dynamics | 🌐 | Not disclosed | 82 Niche | 59 | 65 | 76 | 91% | Midjourney ChatGPT Stable Diffusion Ideogram |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | OpusClip | 🌐 | Not disclosed | 70 Niche | 59 | 64 | 76 | 89% | Descript Captions Vrew Adobe Premiere AI |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Scenario | 🌐 | Not disclosed | 69 Unproven | 59 | 65 | 76 | 85% | Midjourney ChatGPT Stable Diffusion Ideogram |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Stability AI | 🌐 | Not disclosed | 70 Niche | 59 | 62 | 76 | 92% | Midjourney ChatGPT Stable Diffusion Ideogram |
Video, 3D and neural capture generation | Luma AI | 🌐 | Not disclosed | 57 Unproven | 55 | 57 | 76 | 96% | Midjourney ChatGPT Stable Diffusion Ideogram |
AI translation and discovery for Korean webtoons and web novels | RIDI | 🇰🇷 | Not disclosed | 55 Korea strong | 54 | 60 | 76 | 85% | Voithru MediaCAT EventCAT Flitto Translate Midjourney ChatGPT Stable Diffusion Ideogram |
Image generation with fine-tuned models for game and product art | Leonardo AI | 🌐 | Not disclosed | 74 Niche | 54 | 65 | 76 | 94% | Midjourney ChatGPT Stable Diffusion Ideogram |
AI localization pipeline for subtitles and dubbing | Voithru (보이스루) | 🇰🇷 | Not disclosed | 55 Korea strong | 59 | 60 | 76 | 84% | Midjourney ChatGPT Stable Diffusion Ideogram ElevenLabs Papercup Deepdub Speechify Dub |
AI video editor that cuts footage by transcript. | VoyagerX (보이저엑스) | 🇰🇷 | Not disclosed | 41 Unproven | 70 | 65 | 76 | 90% | Descript OpusClip Captions Adobe Premiere AI |
Agentic commerce checkout experience | Amazon | 🌐 | Not disclosed | 81 Proven | 69 | 37 | 76 | 65% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Adobe | 🌐 | Not disclosed | 73 Niche | 86 | 39 | 76 | 66% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI creative generation for advertising | Amazon | 🌐 | Not disclosed | 81 Proven | 69 | 37 | 76 | 65% | Dynamic Yield Bloomreach Constructor Algolia AI |
ML-enabled supply-chain planning product | Amazon | 🌐 | Not disclosed | 81 Proven | 75 | 37 | 76 | 65% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | ByteDance (字节跳动) | 🇨🇳 | Not disclosed | 49 Unproven | 74 | 41 | 76 | 73% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Google Cloud | 🌐 | Not disclosed | 59 Unproven | 75 | 39 | 76 | 71% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Salesforce | 🌐 | Not disclosed | 71 Niche | 68 | 39 | 76 | 67% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Adobe | 🌐 | Not disclosed | 57 Unproven | 68 | 38 | 76 | 62% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | ByteDance (字节跳动) | 🇨🇳 | Not disclosed | 63 Unproven | 68 | 39 | 76 | 66% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Google Cloud | 🌐 | Not disclosed | 58 Unproven | 75 | 38 | 76 | 67% | Dynamic Yield Bloomreach Constructor Algolia AI |
Naver's AI-based product recommendation technology for shopping. | Naver (네이버) | 🇰🇷 | Not disclosed | 31 Local | 74 | 41 | 76 | 63% | Dynamic Yield Bloomreach Constructor Algolia AI |
Conversational AI shopping agent in the Naver Plus Store app. | Naver (네이버) | 🇰🇷 | Not disclosed | 41 Local | 68 | 38 | 76 | 74% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI search, merchandising and recommendations | Algolia | 🌐 | Not disclosed | 58 Unproven | 72 | 51 | 76 | 77% | Dynamic Yield Bloomreach Constructor Nosto |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | ByteDance (字节跳动) | 🇨🇳 | Not disclosed | 49 Unproven | 68 | 41 | 76 | 72% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Persado | 🌐 | Not disclosed | 71 Niche | 72 | 51 | 76 | 70% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Pencil | 🌐 | Not disclosed | 72 Niche | 65 | 62 | 76 | 80% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI business messenger for SMBs. | Channel Corp (채널코퍼레이션) | 🇰🇷 | 180k+ businesses | 52 Unproven | 82 | 64 | 76 | 70% | Fin Zendesk AI Gorgias AI Agent Front |
Managed machine learning and model operations platform | AWS | 🌐 | Not disclosed | 93 Proven | 88 | 42 | 76 | 84% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Speech recognition API | Google Cloud | 🌐 | Not disclosed | 94 Proven | 88 | 42 | 76 | 86% | Deepgram AssemblyAI Whisper API Amazon Transcribe |
Managed embeddings and vector search across Google data platforms | Google Cloud | 🌐 | Not disclosed | 92 Proven | 88 | 40 | 76 | 76% | OpenAI Embeddings Voyage AI Cohere Platform BGE |
Microsoft custom cloud CPU for AI infrastructure | Azure | 🌐 | Not disclosed | 92 Proven | 88 | 41 | 76 | 77% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Microsoft custom AI accelerator | Azure | 🌐 | Deployed in Microsoft Azure datacenters; unit counts not disclosed | 91 Proven | 88 | 40 | 76 | 74% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Evaluation framework for model behavior and quality | OpenAI | 🌐 | Not disclosed | 92 Proven | 87 | 45 | 76 | 78% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Low-latency voice and multimodal API | OpenAI | 🌐 | Not disclosed | 93 Proven | 87 | 46 | 76 | 85% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Natural language processing service | AWS | 🌐 | Not disclosed | 92 Proven | 88 | 41 | 76 | 78% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Enterprise search service | AWS | 🌐 | Not disclosed | 92 Proven | 88 | 41 | 76 | 77% | Glean Cohere RAG Vectara Mendable |
SDK and compiler stack for Trainium and Inferentia | AWS | 🌐 | Not disclosed | 93 Proven | 88 | 42 | 76 | 81% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Databricks | 🌐 | Not disclosed | 91 Proven | 87 | 45 | 76 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Snowflake Cortex |
Catalog for Google, open, and third-party models | Google Cloud | 🌐 | Not disclosed | 93 Proven | 88 | 42 | 76 | 83% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Voice synthesis API | Google Cloud | 🌐 | Not disclosed | 94 Proven | 88 | 42 | 76 | 86% | ElevenLabs Murf LOVO Resemble AI |
AI-powered enterprise and application search | Azure | 🌐 | Not disclosed | 91 Proven | 88 | 40 | 76 | 74% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
SDK for building tool-using AI agents | OpenAI | 🌐 | Not disclosed | 93 Proven | 87 | 46 | 76 | 82% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Clinical documentation service | AWS | 🌐 | Not disclosed | 93 Proven | 94 | 42 | 76 | 84% | Suki Platform Abridge DeepScribe Ambient AI Nuance DAX |
Text-to-speech service | AWS | 🌐 | Not disclosed | 93 Proven | 88 | 42 | 76 | 82% | ElevenLabs Murf LOVO Resemble AI |
Custom inference accelerator | AWS | 🌐 | Available as EC2 Inf instances across AWS regions worldwide; unit counts not disclosed | 92 Proven | 88 | 41 | 76 | 79% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Second-generation AWS training accelerator | AWS | 🌐 | Not disclosed | 92 Proven | 88 | 41 | 76 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Managed agentic search for sites and applications | Google Cloud | 🌐 | Not disclosed | 92 Proven | 88 | 39 | 76 | 74% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Snowflake | 🌐 | Not disclosed | 93 Proven | 87 | 46 | 76 | 88% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
ML-powered operations insights | AWS | 🌐 | Not disclosed | 92 Proven | 88 | 41 | 76 | 78% | GitHub Copilot Cursor Windsurf Editor Tabnine |
Fraud detection service | AWS | 🌐 | Not disclosed | 93 Proven | 94 | 43 | 76 | 85% | Sardine Sift Stripe Radar Featurespace |
Machine translation service | AWS | 🌐 | Not disclosed | 94 Proven | 78 | 43 | 76 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Enterprise platform for building and deploying AI agents | Google Cloud | 🌐 | Not disclosed | 93 Proven | 88 | 41 | 76 | 79% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Machine translation API | Google Cloud | 🌐 | Not disclosed | 93 Proven | 88 | 42 | 76 | 84% | Amazon Translate DeepL Papago Lilt |
Managed platform for ML engineering and MLOps | Azure | 🌐 | Not disclosed | 92 Proven | 88 | 41 | 76 | 77% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Development workflow for LLM applications | Azure | 🌐 | Not disclosed | 91 Proven | 88 | 40 | 76 | 73% | GPT Claude Gemini Grok |
Unified API for model, tool, and agent workflows | OpenAI | 🌐 | Not disclosed | 92 Proven | 87 | 44 | 76 | 75% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Document extraction service | AWS | 🌐 | Not disclosed | 94 Proven | 88 | 43 | 76 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Databricks | 🌐 | Not disclosed | 91 Proven | 87 | 45 | 76 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Snowflake Cortex |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | GitHub | 🌐 | Not disclosed | 92 Proven | 88 | 40 | 76 | 76% | Falcon Foundry Splunk AI PAN-OS AI Runtime Security Singularity Hyperautomation |
Image and video understanding APIs | Google Cloud | 🌐 | Not disclosed | 93 Proven | 88 | 41 | 76 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Framework for multi-agent AI applications | Azure | 🌐 | Not disclosed | 94 Proven | 88 | 43 | 76 | 86% | LangChain LlamaIndex CrewAI Haystack |
VESSL's GPU Liquidity Layer for multi-cloud GPU capacity. | VESSL AI (베슬에이아이) | 🇰🇷 | Not disclosed | 55 Korea strong | 68 | 63 | 76 | 80% | CoreWeave Lambda RunPod Serverless Together AI Vast.ai |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Cline | 🌐 | Not disclosed | 88 Proven | 84 | 64 | 76 | 77% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI model security and threat detection | HiddenLayer | 🌐 | Not disclosed | 77 Niche | 84 | 61 | 76 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI detection across Proofpoint's threat protection platform | Proofpoint | 🌐 | Not disclosed | 78 Niche | 70 | 56 | 76 | 84% | Falcon Foundry Splunk AI PAN-OS AI Runtime Security Singularity Hyperautomation |
ML and LLM observability with open-source tracing | Arize AI (데이터라이즈) | 🌐 | Not disclosed | 82 Niche | 69 | 63 | 76 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks GitHub Copilot Cursor Windsurf Editor Tabnine |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | CodeRabbit | 🌐 | Not disclosed | 89 Proven | 84 | 62 | 76 | 81% | GitHub Copilot Cursor Windsurf Editor Tabnine |
Security operations and cloud security AI | Palo Alto Networks | 🌐 | Not disclosed | 79 Niche | 89 | 41 | 76 | 73% | Falcon Foundry Splunk AI Singularity Hyperautomation Darktrace |
Autonomous cybersecurity operations AI | SentinelOne | 🌐 | Not disclosed | 79 Niche | 93 | 43 | 76 | 75% | Falcon Foundry Splunk AI PAN-OS AI Runtime Security Darktrace |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Baseten | 🌐 | Not disclosed | 91 Proven | 86 | 51 | 76 | 81% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Helicone | 🌐 | Not disclosed | 89 Proven | 84 | 64 | 76 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI model security and threat detection | HiddenLayer | 🌐 | Not disclosed | 77 Niche | 84 | 61 | 76 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Baseten | 🌐 | Not disclosed | 91 Proven | 86 | 51 | 76 | 82% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | JetBrains | 🌐 | Not disclosed | 89 Proven | 84 | 59 | 76 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Security operations and cloud security AI | Palo Alto Networks | 🌐 | Not disclosed | 79 Niche | 89 | 41 | 76 | 73% | GitHub Copilot Cursor Windsurf Editor Tabnine |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Portkey | 🌐 | Not disclosed | 89 Proven | 84 | 64 | 76 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Test generation and code review agents | Qodo | 🌐 | Not disclosed | 82 Niche | 69 | 63 | 76 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Exposure management AI | Tenable | 🌐 | Not disclosed | 79 Niche | 86 | 46 | 76 | 79% | Falcon Foundry Splunk AI PAN-OS AI Runtime Security Singularity Hyperautomation |
Evaluation, monitoring and guardrails for LLM applications | Galileo | 🌐 | Not disclosed | 89 Proven | 79 | 62 | 76 | 83% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Humanloop | 🌐 | Not disclosed | 90 Proven | 84 | 63 | 76 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Sourcegraph | 🌐 | Not disclosed | 92 Proven | 86 | 50 | 76 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Cloud security graph with AI posture management | Wiz | 🌐 | Not disclosed | 62 Unproven | 75 | 54 | 76 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Helicone | 🌐 | Not disclosed | 89 Proven | 84 | 64 | 76 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI assistant and coding agent inside JetBrains IDEs | JetBrains | 🌐 | Not disclosed | 89 Proven | 85 | 59 | 76 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Unified proxy and router across LLM providers | LiteLLM | 🌐 | Not disclosed | 64 Unproven | 68 | 67 | 76 | 90% | GPT Claude Gemini Grok |
Continue's open-source AI coding assistant for IDEs | Continue | 🌐 | Not disclosed | 82 Niche | 69 | 65 | 76 | 85% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI across Elastic's search, observability and security stack | Elastic | 🌐 | Not disclosed | 78 Niche | 82 | 42 | 76 | 72% | Falcon Foundry Splunk AI PAN-OS AI Runtime Security Singularity Hyperautomation |
Enterprise AI platform for AutoML, apps and observability | DataRobot | 🌐 | Not disclosed | 92 Proven | 87 | 49 | 76 | 85% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Run and fine-tune open models via API | Replicate | 🌐 | Not disclosed | 90 Proven | 84 | 60 | 76 | 86% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Experiment tracking and LLM observability for ML teams | Weights & Biases | 🌐 | Not disclosed | 82 Niche | 75 | 58 | 76 | 88% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Open-source LLM engineering and observability platform | Langfuse | 🌐 | Not disclosed | 81 Niche | 75 | 64 | 76 | 82% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
End-to-end data science and AI platform for enterprises | Dataiku | 🌐 | Not disclosed | 91 Proven | 81 | 49 | 76 | 84% | AWS Bedrock Vertex AI Azure AI Foundry Databricks GPT Claude Gemini Grok |
PCIe 6.4 / CXL 3.2 fabric switch for AI servers. | Panmnesia (파네시아) | 🇰🇷 | Not disclosed | 46 Unproven | 62 | 59 | 76 | 70% | Astera Labs Marvell Microchip Synopsys |
AI wildfire detection on utility camera networks | Alchera (알체라) | 🇰🇷 | Not disclosed | 65 Korea strong | 73 | 52 | 76 | 92% | Pano AI AlertCalifornia AI Dryad Networks OroraTech |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Upstart | 🌐 | Not disclosed | 45 Unproven | 77 | 45 | 76 | 75% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Zest AI | 🌐 | Not disclosed | 60 Unproven | 66 | 52 | 76 | 80% | Upstart AI Lending Platform Affirm Pagaya Lendbuzz |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Numerai | 🌐 | Not disclosed | 58 Unproven | 75 | 61 | 76 | 77% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Persona | 🌐 | Not disclosed | 59 Unproven | 70 | 55 | 76 | 79% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Toggle AI | 🌐 | Not disclosed | 57 Unproven | 70 | 60 | 76 | 72% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | ComplyAdvantage | 🌐 | Not disclosed | 59 Unproven | 76 | 53 | 76 | 78% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Unit21 | 🌐 | Not disclosed | 59 Unproven | 73 | 55 | 76 | 80% | Sardine Sift Stripe Radar Featurespace |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Upstart | 🌐 | Not disclosed | 46 Unproven | 80 | 46 | 76 | 78% | bloomberg-gpt AlphaSense Kensho Bridgewise |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Alloy | 🌐 | Not disclosed | 59 Unproven | 83 | 57 | 76 | 79% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
AI for financial crime | Symphony AyasdiAI | 🌐 | Major banks | 66 Unproven | 88 | 65 | 76 | 73% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Visa | 🌐 | Not disclosed | 61 Unproven | 78 | 41 | 76 | 73% | Visa Advanced Authorization Mastercard Consumer Fraud Risk Unit21 Fraud DAO Socure ID+ Sardine |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | FinChat | 🌐 | Not disclosed | 44 Unproven | 68 | 65 | 76 | 81% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Mastercard | 🌐 | Not disclosed | 46 Unproven | 78 | 41 | 76 | 73% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Rogo | 🌐 | Not disclosed | 44 Unproven | 73 | 62 | 76 | 82% | Zapier Agents n8n Make AI Agents Workato |
Market intelligence search across filings, transcripts and expert calls | AlphaSense | 🌐 | 4000+ enterprises | 70 Niche | 92 | 63 | 76 | 78% | bloomberg-gpt Kensho Hebbia Matrix Hebbia Research Agent BloombergGPT Bridgewise |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Unit21 | 🌐 | Not disclosed | 58 Unproven | 83 | 54 | 76 | 75% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Unit21 | 🌐 | Not disclosed | 60 Unproven | 70 | 55 | 76 | 82% | Visa Account Attack Intelligence Visa Advanced Authorization Mastercard Consumer Fraud Risk Socure ID+ Sardine |
Remote identity verification for Korean finance | Alchera (알체라) | 🇰🇷 | Not disclosed | 29 Local | 65 | 52 | 76 | 90% | Argos KYC Socure ID+ Persona Inquiry Onfido |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Lunit (루닛) | 🇰🇷 | Not disclosed | 80 Niche | 82 | 47 | 76 | 85% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Microsoft | 🌐 | Not disclosed | 84 Proven | 85 | 39 | 76 | 73% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Microsoft | 🌐 | Not disclosed | 85 Proven | 75 | 42 | 76 | 83% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Google DeepMind | 🌐 | Not disclosed | 84 Proven | 75 | 42 | 76 | 84% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Microsoft | 🌐 | Not disclosed | 84 Proven | 85 | 39 | 76 | 73% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Generate Biomedicines | 🌐 | Not disclosed | 76 Niche | 71 | 56 | 76 | 83% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Qure.ai | 🌐 | Not disclosed | 75 Niche | 71 | 56 | 76 | 81% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Coreline Soft (코어라인소프트) | 🇰🇷 | Not disclosed | 63 Korea strong | 72 | 54 | 76 | 87% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Exscientia | 🌐 | Not disclosed | 78 Niche | 73 | 50 | 76 | 86% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Insilico Medicine | 🌐 | Not disclosed | 78 Niche | 72 | 55 | 76 | 91% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Coreline Soft (코어라인소프트) | 🇰🇷 | Not disclosed | 62 Korea strong | 72 | 53 | 76 | 82% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Freed | 🌐 | Not disclosed | 76 Niche | 71 | 66 | 76 | 86% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | PathAI | 🌐 | Not disclosed | 78 Niche | 72 | 55 | 76 | 91% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Gleamer | 🌐 | Not disclosed | 75 Niche | 71 | 59 | 76 | 82% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Hippocratic AI | 🌐 | Not disclosed | 77 Niche | 71 | 62 | 76 | 93% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Rad AI (스트라드비젼) | 🌐 | Not disclosed | 78 Niche | 72 | 55 | 76 | 92% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | OpenEvidence | 🌐 | Not disclosed | 77 Niche | 73 | 43 | 76 | 84% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Heidi Health | 🌐 | Not disclosed | 76 Niche | 71 | 63 | 76 | 86% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Hippocratic AI | 🌐 | Not disclosed | 76 Niche | 71 | 60 | 76 | 88% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | PathAI | 🌐 | Not disclosed | 78 Niche | 72 | 55 | 76 | 93% | insitro Recursion Atomwise BenevolentAI |
Phenomics-driven drug discovery platform | Recursion | 🌐 | Pharma partners | 83 Niche | 78 | 54 | 76 | 93% | insitro Tempus Exscientia AI Design Atomwise BenevolentAI |
Ambient clinical documentation and coding | Ambience Healthcare | 🌐 | Not disclosed | 62 Unproven | 70 | 62 | 76 | 91% | insitro Recursion Atomwise BenevolentAI |
Clinical and molecular data platform for precision oncology | Tempus | 🌐 | Not disclosed | 79 Niche | 82 | 49 | 76 | 91% | Dragon Copilot DAX Copilot Nuance Clinical Documentation AI Nabla Copilot Freed AI Scribe insitro Recursion Atomwise BenevolentAI Tempus |
AI hospital early-warning system for patient deterioration. | AITRICS (에이아이트릭스) | 🇰🇷 | Major Korean tertiary hospitals | 71 Niche | 90 | 70 | 76 | 90% | Epic Deterioration Index Bayesian Sepsis AI Etiometry Excel Medical |
AI drug discovery platform. | Standigm (스탠다임) | 🇰🇷 | Not disclosed | 63 Korea strong | 68 | 60 | 76 | 94% | insitro BenevolentAI Atomwise Recursion |
FDA-cleared digital pathology AI platform for primary cancer diagnosis and pharma drug development. | Proscia | 🌐 | 22K+ patients diagnosed daily; 16/20 top pharma | 81 Niche | 82 | 57 | 76 | 88% | Paige PathAI Diagnostics Owkin Connect Visiopharm |
First FDA-cleared continuous AI sepsis monitoring — 18% lower mortality when clinicians act on alerts. | Bayesian Health | 🌐 | 764K+ patient encounters in validation | 81 Niche | 85 | 65 | 76 | 92% | Prenosis Epic Deterioration Index Dascena |
FDA-cleared AI reduces MRI scan time by up to 60% while maintaining diagnostic quality. | Subtle Medical (메디컬에이아이) | 🌐 | 1,300+ scanners globally | 80 Niche | 85 | 60 | 76 | 85% | GE HealthCare Siemens Healthineers MR Philips MR |
MFDS and FDA-cleared AI echocardiography analysis — 70%+ reporting time reduction; ~3,000 institutions worldwide. | Ontact Health | 🇰🇷 | ~3,000 institutions worldwide (company-stated) | 67 Korea strong | 70 | 66 | 76 | 90% | Eko ELEFT ECG-AI Suite Samsung Z20 |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Diffit | 🌐 | Not disclosed | 68 Unproven | 43 | 65 | 76 | 83% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Elicit | 🌐 | Not disclosed | 68 Unproven | 43 | 62 | 76 | 80% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
AI assistant and learning platform over company knowledge | Sana Labs | 🌐 | Not disclosed | 56 Unproven | 46 | 48 | 76 | 87% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Brisk Teaching | 🌐 | Not disclosed | 68 Unproven | 49 | 65 | 76 | 82% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Chegg | 🌐 | Not disclosed | 71 Niche | 45 | 50 | 76 | 87% | Khanmigo Duolingo Max Quizlet Q-Chat Brainly |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Khan Academy | 🌐 | Not disclosed | 68 Unproven | 61 | 59 | 76 | 79% | Duolingo Max Quizlet Q-Chat Chegg Mate Brainly |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Khan Academy | 🌐 | Not disclosed | 69 Unproven | 43 | 61 | 76 | 86% | Brisk Teaching MagicSchool Diffit Curipod |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Chegg | 🌐 | Not disclosed | 69 Unproven | 63 | 48 | 76 | 78% | Khanmigo Duolingo Max Quizlet Q-Chat Brainly |
AI-assisted coding education and cloud learning platform | Elice (엘리스) | 🇰🇷 | Not disclosed | 54 Unproven | 68 | 51 | 76 | 75% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Scite | 🌐 | Not disclosed | 68 Unproven | 61 | 63 | 76 | 78% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Duolingo's AI tier with roleplay, explanations and video call | Duolingo | 🌐 | Not disclosed | 70 Niche | 52 | 43 | 76 | 82% | Speak Babbel Memrise Lingvist Khanmigo Quizlet Q-Chat Chegg Mate Brainly |
Photo-based math problem solving and tutoring | Mathpresso (매스프레소) | 🇰🇷 | Not disclosed | 54 Unproven | 50 | 57 | 76 | 79% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
AI lesson planning and teaching tools for K-12 educators | MagicSchool AI | 🌐 | Not disclosed | 68 Unproven | 50 | 62 | 76 | 80% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | NVIDIA | 🌐 | Not disclosed | 91 Proven | 98 | 42 | 76 | 81% | Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p AWS Trainium |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Google Cloud | 🌐 | Not disclosed | 87 Proven | 98 | 42 | 76 | 83% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 AWS Trainium |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | NVIDIA | 🌐 | Not disclosed | 90 Proven | 98 | 40 | 76 | 76% | Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p AWS Trainium |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | NVIDIA | 🌐 | Not disclosed | 91 Proven | 98 | 42 | 76 | 81% | Hailo Ambarella Untether AI BrainChip |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Waymo | 🌐 | Not disclosed | 85 Niche | 98 | 44 | 76 | 87% | Tesla FSD Mobileye Cruise Wayve |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Figure AI | 🌐 | Not disclosed | 85 Niche | 98 | 54 | 76 | 88% | Figure 1X NEO Tesla Optimus Boston Dynamics Atlas |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Google Cloud | 🌐 | Not disclosed | 87 Proven | 98 | 41 | 76 | 80% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 AWS Trainium |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | NVIDIA | 🌐 | Not disclosed | 92 Proven | 98 | 43 | 76 | 88% | Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p AWS Trainium |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Google Cloud | 🌐 | Rentable on Google Cloud worldwide; unit counts not disclosed | 86 Proven | 98 | 40 | 76 | 75% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 AWS Trainium |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | NVIDIA | 🌐 | Not disclosed | 91 Proven | 98 | 43 | 76 | 85% | Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p AWS Trainium |
Compiler and runtime for FuriosaAI NPUs | FuriosaAI (퓨리오사AI) | 🇰🇷 | Not disclosed | 58 Korea strong | 98 | 48 | 76 | 81% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | NVIDIA | 🌐 | Not disclosed | 92 Proven | 98 | 44 | 76 | 91% | Hailo Ambarella Untether AI BrainChip |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | SambaNova | 🌐 | Not disclosed | 84 Niche | 98 | 50 | 76 | 78% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | GreyOrange | 🌐 | Not disclosed | 85 Niche | 98 | 53 | 76 | 85% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Intrinsic | 🌐 | Not disclosed | 88 Proven | 98 | 43 | 76 | 86% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Symbotic | 🌐 | Not disclosed | 87 Proven | 98 | 46 | 76 | 86% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | 1X | 🌐 | Not disclosed | 83 Niche | 97 | 57 | 76 | 82% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | DEEPX | 🇰🇷 | Not disclosed | 59 Korea strong | 98 | 53 | 76 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
AI software and programming stack for Doosan collaborative robots | Doosan Robotics (두산로보틱스) | 🇰🇷 | Not disclosed | 45 Unproven | 94 | 47 | 76 | 83% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | GreyOrange | 🌐 | Not disclosed | 84 Niche | 98 | 52 | 76 | 81% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Korean humanoid and manipulation robotics platform | Rainbow Robotics (레인보우로보틱스) | 🇰🇷 | Not disclosed | 51 Unproven | 94 | 46 | 76 | 80% | Figure 1X NEO Tesla Optimus Boston Dynamics Atlas |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | 1X | 🌐 | Not disclosed | 83 Niche | 97 | 57 | 76 | 81% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
DEEPX's DX-M on-device inference NPU series — DX-M1 and DX-M2 | DEEPX | 🇰🇷 | Not disclosed | 51 Unproven | 93 | 53 | 76 | 83% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | 1X | 🌐 | Not disclosed | 85 Niche | 97 | 59 | 76 | 89% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | d-Matrix | 🌐 | Not disclosed | 85 Niche | 98 | 55 | 76 | 88% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Dexterity-first foundation model for robot hands | RLWRLD | 🇰🇷 | Not disclosed | 60 Korea strong | 92 | 66 | 76 | 95% | NVIDIA Isaac covariant Figure covariant-brain Figure Humanoid Workforce Physical Intelligence Robot Foundation Model |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Apptronik | 🌐 | Not disclosed | 84 Niche | 97 | 57 | 76 | 85% | Figure 1X NEO Tesla Optimus Boston Dynamics Atlas |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Unitree Robotics (宇树科技) | 🇨🇳 | Not disclosed | 62 Unproven | 98 | 54 | 76 | 83% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Korean humanoid robot trained on real-world human movement data. | WIRobotics (위로보틱스) | 🇰🇷 | Not disclosed | 51 Unproven | 98 | 63 | 76 | 90% | Figure 1X NEO Tesla Optimus Unitree Humanoid |
Programmable smart actuators used in robotics research worldwide. | ROBOTIS (로보티즈) | 🇰🇷 | Global research labs | 59 Korea strong | 98 | 54 | 76 | 60% | Maxon Motor Harmonic Drive Nabtesco Bota Systems |
Korean collaborative robots with AI vision | Neuromeka (뉴로메카) | 🇰🇷 | Not disclosed | 58 Korea strong | 93 | 48 | 76 | 82% | Universal Robots Doosan Robotics AI Rainbow Robotics RB Series Techman Robot |
Licensable Korean NPU IP for edge-AI chips | OPENEDGES Technology (오픈엣지테크놀로지) | 🇰🇷 | Not disclosed | 59 Korea strong | 92 | 50 | 76 | 88% | Arm Ethos Ceva NeuPro Synopsys ARC NPX Cadence Neo NPU |
Heterogeneous robot fleet-control platform | Clobot (클로봇) | 🇰🇷 | Not disclosed | 60 Korea strong | 98 | 44 | 76 | 88% | InOrbit Formant Rapyuta Robotics Meili FMS |
4nm LLM-inference accelerator on LPU architecture | HyperAccel (하이퍼엑셀) | 🇰🇷 | Not disclosed | 59 Korea strong | 96 | 64 | 76 | 90% | Groq LPU (chip/GroqNode/GroqRack) ATOM-Max RNGD PCIe SambaNova Cloud |
L4 autonomous-driving software in paid commercial service | RideFlux (라이드플럭스) | 🇰🇷 | Not disclosed | 60 Korea strong | 87 | 51 | 76 | 92% | a2z AV Stack UMOS (유모스) Kodiak Robotics Mars Auto |
Human-demonstration-to-robot-policy platform | Config Intelligence (컨피그인텔리전스) | 🇰🇷 | Not disclosed | 59 Korea strong | 93 | 58 | 76 | 90% | Scale AI Physical Intelligence Robot Foundation Model NVIDIA Isaac GR00T AgiBot World |
Therapeutics and drug-discovery open model family from Google | 🌐 | Not disclosed | 89 Proven | 94 | 46 | 76 | 100% | GPT Claude Gemini Grok | |
SK Telecom AI model, assistant, or sovereign AI infrastructure product | SK Telecom (SK텔레콤) | 🇰🇷 | Not disclosed | 31 Local | 82 | 49 | 76 | 100% | GPT Claude Gemini Grok |
AI video creation and editing tools in CapCut | ByteDance (字节跳动) | 🇨🇳 | Not disclosed | 45 Unproven | 92 | 48 | 76 | 100% | GPT Claude Gemini Grok |
Alibaba creative image-generation product | Alibaba (阿里巴巴) | 🇨🇳 | Not disclosed | 45 Unproven | 98 | 47 | 76 | 100% | GPT Claude Gemini Grok |
Baidu consumer ERNIE assistant | Baidu (百度) | 🇨🇳 | Not disclosed | 59 Unproven | 82 | 49 | 76 | 100% | GPT Claude Gemini Grok |
ByteDance AI agent and bot-building platform | ByteDance (字节跳动) | 🇨🇳 | Not disclosed | 45 Unproven | 92 | 48 | 76 | 100% | GPT Claude Gemini Grok |
Mistral AI production platform for building and operating AI systems | Mistral AI | 🌐 | Not disclosed | 90 Proven | 90 | 51 | 76 | 100% | GPT Claude Gemini Grok |
ByteDance model family on Volcano Engine Ark | ByteDance (字节跳动) | 🇨🇳 | Not disclosed | 60 Unproven | 98 | 48 | 76 | 100% | GPT Claude Gemini Grok |
ByteDance AI coding IDE | ByteDance (字节跳动) | 🇨🇳 | Not disclosed | 60 Unproven | 93 | 48 | 76 | 100% | GPT Claude Gemini Grok |
ByteDance cloud model and agent platform | ByteDance (字节跳动) | 🇨🇳 | Not disclosed | 45 Unproven | 92 | 48 | 76 | 100% | GPT Claude Gemini Grok |
Open and commercial AI model or AI product from Meta | Meta | 🌐 | Not disclosed | 91 Proven | 83 | 46 | 76 | 100% | GPT Claude Gemini Grok |
Mistral AI assistant and long-horizon work agent, formerly Le Chat | Mistral AI | 🌐 | Not disclosed | 90 Proven | 80 | 57 | 76 | 100% | GPT Claude Gemini Grok |
Baidu autonomous-driving and intelligent-vehicle platform | Baidu (百度) | 🇨🇳 | Not disclosed | 44 Unproven | 98 | 49 | 76 | 100% | GPT Claude Gemini Grok |
Naver Cloud's AI platform for HyperCLOVA X, OCR and speech | Naver (네이버) | 🇰🇷 | Not disclosed | 31 Local | 98 | 50 | 76 | 100% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Google Cloud | 🌐 | Not disclosed | 75 Niche | 77 | 43 | 76 | 90% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Lindy | 🌐 | Not disclosed | 72 Niche | 73 | 66 | 76 | 93% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent building and deployment for Korean consumer AI | Wrtn (뤼튼) | 🇰🇷 | Not disclosed | 39 Local | 73 | 56 | 76 | 88% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | CrewAI | 🌐 | Not disclosed | 71 Niche | 73 | 64 | 76 | 85% | LangChain LlamaIndex AutoGen Haystack |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | SAP (네오사피엔스) | 🌐 | Not disclosed | 71 Niche | 73 | 57 | 76 | 84% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Vellum | 🌐 | Not disclosed | 73 Niche | 73 | 65 | 76 | 95% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI agents and chatbots across Zapier's automation graph | Zapier | 🌐 | Not disclosed | 60 Unproven | 52 | 52 | 76 | 98% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | ServiceNow | 🌐 | Not disclosed | 79 Niche | 76 | 44 | 76 | 87% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Vapi | 🌐 | Not disclosed | 73 Niche | 73 | 67 | 76 | 95% | Retell AI Bland AI PolyAI Customer-Led Voice Automation Synthflow |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | CrewAI | 🌐 | Not disclosed | 71 Niche | 73 | 65 | 76 | 86% | LangChain LlamaIndex AutoGen Haystack |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Dust | 🌐 | Not disclosed | 71 Niche | 73 | 64 | 76 | 88% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Botpress | 🌐 | Not disclosed | 72 Niche | 73 | 65 | 76 | 92% | Cognigy Voice Gateway Kore.ai Yellow.ai Aisera |
AI coding assistant for IDE and cloud workflows | Google Cloud | 🌐 | Not disclosed | 85 Niche | 82 | 40 | 76 | 78% | GitHub Copilot Cursor Windsurf Editor Tabnine |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Cursor | 🌐 | Not disclosed | 83 Niche | 79 | 52 | 76 | 81% | GitHub Copilot Windsurf Editor Tabnine Sourcegraph Cody |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Cline | 🌐 | Not disclosed | 82 Niche | 78 | 65 | 76 | 83% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | OpenHands | 🌐 | Not disclosed | 83 Niche | 78 | 65 | 76 | 84% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Lovable's prompt-to-app builder | Lovable | 🌐 | Not disclosed | 75 Niche | 56 | 55 | 76 | 85% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Enterprise generative-AI platform from LG CNS | LG CNS (LG씨엔에스) | 🇰🇷 | Not disclosed | 59 Korea strong | 63 | 41 | 76 | 82% | Samsung SDS FabriX Microsoft Foundry Vertex AI Alli |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Cognigy | 🌐 | Not disclosed | 70 Niche | 69 | 57 | 76 | 90% | Botpress Kore.ai Yellow.ai Aisera |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Sierra | 🌐 | Not disclosed | 73 Niche | 71 | 50 | 76 | 95% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Ada | 🌐 | Not disclosed | 72 Niche | 70 | 56 | 76 | 96% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Sierra | 🌐 | Not disclosed | 73 Niche | 71 | 51 | 76 | 99% | Vapi Retell AI Bland AI PolyAI Customer-Led Voice Automation |
Conversational AI and agent-assist for contact centers | Google Cloud | 🌐 | Not disclosed | 83 Niche | 78 | 40 | 76 | 78% | Cognigy Voice Gateway Kore.ai Yellow.ai PolyAI Customer-Led Voice Automation |
Omnichannel AI customer service and agent platform | Udesk (沃丰科技) | 🇨🇳 | Named enterprise customers (BYD, Shell, China Merchants Group); customer count not disclosed | 57 Unproven | 70 | 51 | 76 | 72% | Delight.ai Channel Talk (채널톡) Fin Agentforce Zendesk AI |
Legal assistant for research and document work | Casetext | 🌐 | Not disclosed | 61 Unproven | 55 | 51 | 75 | 60% | ChatGPT Claude Gemini Microsoft Copilot |
Legal research, drafting, and analytics AI | LexisNexis | 🌐 | Not disclosed | 63 Unproven | 67 | 38 | 75 | 57% | ChatGPT Claude Gemini Microsoft Copilot |
B2B go-to-market AI | Demandbase | 🌐 | Not disclosed | 63 Unproven | 60 | 48 | 75 | 64% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Fathom | 🌐 | Not disclosed | 63 Unproven | 59 | 60 | 75 | 71% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Fireflies.ai | 🌐 | Not disclosed | 63 Unproven | 59 | 60 | 75 | 68% | Zapier Agents n8n Make AI Agents Workato |
HR and talent experience AI | Phenom | 🌐 | Not disclosed | 64 Unproven | 60 | 49 | 75 | 70% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Read AI | 🌐 | Not disclosed | 63 Unproven | 59 | 58 | 75 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Workday | 🌐 | Not disclosed | 66 Unproven | 62 | 41 | 75 | 70% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Writer | 🌐 | Not disclosed | 63 Unproven | 66 | 50 | 75 | 67% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Zoom | 🌐 | Not disclosed | 65 Unproven | 62 | 40 | 75 | 65% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Zoom | 🌐 | Not disclosed | 76 Niche | 62 | 39 | 75 | 61% | Zapier Agents n8n Make AI Agents Workato |
Chinese speech, education, and language AI platform | iFlytek (科大讯飞) | 🇨🇳 | Not disclosed | 58 Unproven | 56 | 37 | 75 | 81% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI image generation inside a stock-asset library | Freepik | 🌐 | Not disclosed | 54 Unproven | 54 | 60 | 75 | 86% | Midjourney ChatGPT Stable Diffusion Ideogram |
AI across eBay's buying and selling flows | eBay | 🌐 | Not disclosed | 74 Niche | 79 | 43 | 75 | 77% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Gorgias | 🌐 | Not disclosed | 57 Unproven | 65 | 55 | 75 | 79% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI across Klarna's shopping and merchant surfaces | Klarna | 🌐 | Not disclosed | 72 Niche | 84 | 43 | 75 | 71% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Mercari | 🌐 | Not disclosed | 73 Niche | 78 | 44 | 75 | 74% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Pencil | 🌐 | Not disclosed | 70 Niche | 65 | 59 | 75 | 73% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Siena AI | 🌐 | Not disclosed | 69 Unproven | 77 | 58 | 75 | 67% | Dynamic Yield Bloomreach Constructor Algolia AI |
Model monitoring, explainability and LLM guardrails | Fiddler AI | 🌐 | Not disclosed | 82 Niche | 68 | 60 | 75 | 86% | AWS Bedrock Vertex AI Azure AI Foundry Databricks LangSmith Langfuse Arize Helicone |
Great Expectations data-quality validation, open-source and cloud | Great Expectations | 🌐 | Not disclosed | 60 Unproven | 68 | 56 | 75 | 69% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
LLM observability, tracing, and evaluation platform | LangChain | 🌐 | Not disclosed | 63 Unproven | 81 | 55 | 75 | 85% | Weights & Biases Arize Helicone Braintrust |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Portkey | 🌐 | Not disclosed | 89 Proven | 84 | 65 | 75 | 84% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Typed agent and validation tooling | Pydantic | 🌐 | Not disclosed | 77 Niche | 84 | 63 | 75 | 82% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Enterprise private deployment for model-serving workloads | SiliconFlow | 🇨🇳 | Not disclosed | 67 Unproven | 74 | 59 | 75 | 82% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Sourcegraph | 🌐 | Not disclosed | 90 Proven | 86 | 47 | 75 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Sourcegraph | 🌐 | Not disclosed | 90 Proven | 86 | 47 | 75 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Numerai | 🌐 | Not disclosed | 44 Unproven | 60 | 62 | 75 | 82% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Toggle AI | 🌐 | Not disclosed | 41 Unproven | 70 | 57 | 75 | 65% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Generate Biomedicines | 🌐 | Not disclosed | 76 Niche | 71 | 56 | 75 | 87% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Insilico Medicine | 🌐 | Not disclosed | 77 Niche | 72 | 54 | 75 | 88% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Suki | 🌐 | Not disclosed | 76 Niche | 72 | 55 | 75 | 85% | Dragon Copilot DAX Copilot Nuance Clinical Documentation AI Nabla Copilot Freed AI Scribe |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Consensus | 🌐 | Not disclosed | 68 Unproven | 43 | 64 | 75 | 82% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Scite | 🌐 | Not disclosed | 66 Unproven | 61 | 62 | 75 | 73% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Carbon Robotics | 🌐 | Not disclosed | 83 Niche | 97 | 57 | 75 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | John Deere | 🌐 | Not disclosed | 86 Proven | 98 | 42 | 75 | 78% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Physical Intelligence | 🌐 | Not disclosed | 87 Proven | 98 | 44 | 75 | 87% | GPT Claude Gemini Grok |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Symbotic | 🌐 | Not disclosed | 86 Proven | 98 | 44 | 75 | 82% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Tenstorrent | 🌐 | Not disclosed | 85 Niche | 98 | 52 | 75 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Level 4 autonomous-driving stack for shuttles, robotaxis, and AV trucks. | Autonomous a2z (오토노머스에이투지) | 🇰🇷 | Not disclosed | 58 Korea strong | 93 | 55 | 75 | 86% | Waymo 42dot SDV Platform Pony.ai Mobileye Drive |
Open and commercial AI model or AI product from Meta | Meta | 🌐 | Not disclosed | 91 Proven | 83 | 45 | 75 | 100% | GPT Claude Gemini Grok |
ModelBest deployment and solution platform for efficient models | ModelBest | 🇨🇳 | Not disclosed | 41 Unproven | 84 | 70 | 75 | 98% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Oracle | 🌐 | Not disclosed | 74 Niche | 76 | 43 | 75 | 83% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Bland AI | 🌐 | Not disclosed | 70 Niche | 69 | 64 | 75 | 91% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Legal research and professional workflow AI | Thomson Reuters | 🌐 | Not disclosed | 64 Unproven | 62 | 46 | 74 | 64% | ChatGPT Claude Gemini Microsoft Copilot |
Legal assistant for research and document work | Casetext | 🌐 | Not disclosed | 61 Unproven | 35 | 63 | 74 | 58% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Atlassian | 🌐 | Not disclosed | 65 Unproven | 62 | 40 | 74 | 67% | Zapier Agents n8n Make AI Agents Workato |
Talent lifecycle AI | Beamery | 🌐 | Not disclosed | 63 Unproven | 59 | 52 | 74 | 72% | ChatGPT Claude Gemini Microsoft Copilot |
Internal talent marketplace AI | Gloat | 🌐 | Not disclosed | 63 Unproven | 65 | 50 | 74 | 68% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Motion | 🌐 | Not disclosed | 62 Unproven | 59 | 58 | 74 | 65% | Zapier Agents n8n Make AI Agents Workato |
Outbound sales content and agent platform | Regie.ai | 🌐 | Not disclosed | 63 Unproven | 65 | 58 | 74 | 71% | Gong AI Apollo Outreach Clari |
AI writing workspace connected to research. | Liner (라이너) | 🇰🇷 | Not disclosed | 66 Niche | 36 | 53 | 74 | 80% | ChatGPT Grammarly Copy.ai GTM AI Platform Writer AI Studio |
Korean-optimized enterprise speech-to-text engine | Selvas AI (셀바스AI) | 🇰🇷 | Not disclosed | 53 Unproven | 66 | 49 | 74 | 90% | Daglo (다글로) RTZR STT API Naver Clova Speech Google Cloud Speech-to-Text |
Multimodal AI video-interview assessment | Genesis Lab (제네시스랩) | 🇰🇷 | Not disclosed | 52 Unproven | 53 | 54 | 74 | 90% | HireVue Interview Builder Paradox Hiring Assistant Sapia.ai Midas HRi |
Game AI for character behaviour and companion NPCs | Krafton (크래프톤) | 🇰🇷 | Not disclosed | 42 Unproven | 62 | 47 | 74 | 87% | Midjourney ChatGPT Stable Diffusion Ideogram Inworld AI Convai Charisma.ai Ludo AI |
Real-time generative image and video canvas | Krea | 🌐 | Not disclosed | 55 Unproven | 36 | 67 | 74 | 95% | Midjourney ChatGPT Stable Diffusion Ideogram |
Korean deep-learning text-to-speech suite | Selvas AI (셀바스AI) | 🇰🇷 | Not disclosed | 56 Korea strong | 77 | 49 | 74 | 90% | Supertone Typecast ElevenLabs Naver Clova Voice |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Alibaba (阿里巴巴) | 🇨🇳 | Not disclosed | 55 Unproven | 74 | 32 | 74 | 68% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce agents for pricing and product intelligence | Enhans | 🇰🇷 | Not disclosed | 56 Korea strong | 76 | 54 | 74 | 73% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Hypotenuse AI | 🌐 | Not disclosed | 55 Unproven | 77 | 61 | 74 | 71% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Instacart | 🌐 | Not disclosed | 58 Unproven | 74 | 42 | 74 | 73% | Dynamic Yield Bloomreach Constructor Algolia AI |
Exposure management AI | Tenable | 🌐 | Not disclosed | 78 Niche | 86 | 45 | 74 | 78% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI training-data construction service for LLMs. | Flitto (플리토) | 🇰🇷 | Not disclosed | 46 Unproven | 68 | 52 | 74 | 70% | Scale AI Surge AI Labelbox SuperAnnotate |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Bloomberg | 🌐 | Not disclosed | 45 Unproven | 81 | 42 | 74 | 72% | AlphaSense Hebbia Matrix Kensho Bridgewise |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Dataminr | 🌐 | Not disclosed | 43 Unproven | 72 | 44 | 74 | 70% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Freed | 🌐 | Not disclosed | 77 Niche | 71 | 67 | 74 | 93% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | PathAI | 🌐 | Not disclosed | 77 Niche | 72 | 53 | 74 | 87% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Suki | 🌐 | Not disclosed | 75 Niche | 72 | 53 | 74 | 80% | insitro Recursion Atomwise BenevolentAI |
AI brain MRI for Alzheimer's diagnostics. | Neurophet (뉴로핏) | 🇰🇷 | Not disclosed | 48 Unproven | 68 | 57 | 74 | 92% | Cortechs.ai Combinostics icometrix Brainomix 360 e-Stroke |
Retinal-photo AI screening for chronic-disease complications | ARK (아크) | 🇰🇷 | Not disclosed | 48 Unproven | 80 | 58 | 74 | 94% | Mediwhale DrNoon Digital Diagnostics IDx-DR Eyenuk EyeArt Optomed Aurora AEYE |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | SchoolAI | 🌐 | Not disclosed | 68 Unproven | 43 | 64 | 74 | 84% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Intel (컨피그인텔리전스) | 🌐 | Not disclosed | 83 Niche | 97 | 61 | 74 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Skild AI | 🌐 | Not disclosed | 84 Niche | 98 | 54 | 74 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Digital-twin simulation for autonomous driving | MORAI (모라이) | 🇰🇷 | Not disclosed | 58 Korea strong | 98 | 54 | 74 | 88% | Applied Intuition dSPACE AURELION IPG CarMaker Foretellix |
Korean sovereign AI model or platform from Naver | Naver (네이버) | 🇰🇷 | Not disclosed | 31 Local | 81 | 49 | 74 | 100% | GPT Claude Gemini Grok |
Korean sovereign AI model or platform from Naver | Naver (네이버) | 🇰🇷 | Not disclosed | 31 Local | 91 | 43 | 74 | 100% | ElevenLabs Papercup Deepdub Speechify Dub |
ModelBest omni-modal on-device model family | ModelBest | 🇨🇳 | Not disclosed | 48 Unproven | 84 | 57 | 74 | 100% | GPT Claude Gemini Grok |
Z.ai vision and image-generation model surface | Zhipu AI (智谱AI) | 🇨🇳 | Not disclosed | 43 Unproven | 91 | 50 | 74 | 100% | GPT Claude Gemini Grok |
Z.ai coding and agent product surface | Zhipu AI (智谱AI) | 🇨🇳 | Not disclosed | 43 Unproven | 91 | 44 | 74 | 100% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Stack AI | 🌐 | Not disclosed | 71 Niche | 73 | 65 | 74 | 90% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Vellum | 🌐 | Not disclosed | 71 Niche | 55 | 63 | 74 | 89% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Chinese speech, education, and language AI platform | iFlytek (科大讯飞) | 🇨🇳 | Not disclosed | 64 Unproven | 70 | 52 | 74 | 88% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | PolyAI | 🌐 | Named enterprise customers; active usage not disclosed | 69 Unproven | 59 | 49 | 74 | 84% | Sierra Voice Vapi Voice Agents Retell Voice Agents Bland Voice Agents |
Enterprise AI contact center | LG CNS (LG씨엔에스) | 🇰🇷 | Not disclosed | 56 Korea strong | 61 | 40 | 74 | 82% | KT AICC Delight.ai Genesys Cloud Amazon Connect |
Legal research, drafting, and analytics AI | LexisNexis | 🌐 | Not disclosed | 62 Unproven | 67 | 30 | 73 | 54% | ChatGPT Claude Gemini Microsoft Copilot |
Account-based revenue AI | 6sense | 🌐 | Not disclosed | 64 Unproven | 61 | 44 | 73 | 70% | ChatGPT Claude Gemini Microsoft Copilot |
Sales intelligence and outbound AI | Apollo | 🌐 | Not disclosed | 63 Unproven | 59 | 50 | 73 | 69% | Gong AI Outreach Clari Lavender Email Coach |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Fireflies.ai | 🌐 | Not disclosed | 61 Unproven | 59 | 58 | 73 | 64% | Zapier Agents n8n Make AI Agents Workato |
Talent search and workforce AI | SeekOut | 🌐 | Not disclosed | 62 Unproven | 60 | 46 | 73 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
Document workspace with source-grounded answers and extraction | Upstage (업스테이지) | 🇰🇷 | Preview | 45 Unproven | 46 | 58 | 73 | 82% | ChatGPT Claude Glean Notion AI |
Audio AI for spatial sound, loudness and source separation | Gaudio Lab (가우디오랩) | 🇰🇷 | Not disclosed | 39 Unproven | 66 | 52 | 73 | 82% | Midjourney ChatGPT Stable Diffusion Ideogram |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Kaiber | 🌐 | Not disclosed | 69 Unproven | 59 | 65 | 73 | 89% | Midjourney ChatGPT Stable Diffusion Ideogram |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Scenario | 🌐 | Not disclosed | 68 Unproven | 59 | 64 | 73 | 86% | Midjourney ChatGPT Stable Diffusion Ideogram |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Omneky | 🌐 | Not disclosed | 55 Unproven | 77 | 58 | 73 | 73% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI features across the Shopify merchant surface | Shopify | 🌐 | Not disclosed | 58 Unproven | 74 | 39 | 73 | 70% | Dynamic Yield Bloomreach Constructor Algolia AI Superhuman Ask AI Shortwave Lavender Email Coach Spike |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Pinecone | 🌐 | Not disclosed | 89 Proven | 84 | 54 | 73 | 83% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Pinecone | 🌐 | Not disclosed | 89 Proven | 74 | 54 | 73 | 81% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | StackBlitz | 🌐 | Not disclosed | 90 Proven | 84 | 63 | 73 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Evidently's open-source ML and LLM evaluation and monitoring | Evidently AI | 🌐 | Not disclosed | 78 Niche | 68 | 64 | 73 | 90% | LangSmith Langfuse Arize Helicone |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Stripe | 🌐 | Not disclosed | 46 Unproven | 73 | 42 | 73 | 77% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Fraud, compliance and risk platform with device intelligence | Sardine | 🌐 | Not disclosed | 43 Unproven | 78 | 57 | 73 | 77% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Noom | 🌐 | Not disclosed | 75 Niche | 82 | 50 | 73 | 78% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Freed | 🌐 | Not disclosed | 76 Niche | 71 | 65 | 73 | 90% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Heidi Health | 🌐 | Not disclosed | 76 Niche | 71 | 62 | 73 | 89% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Hippocratic AI | 🌐 | Not disclosed | 75 Niche | 71 | 58 | 73 | 85% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Nabla | 🌐 | Not disclosed | 75 Niche | 71 | 59 | 73 | 86% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Qure.ai | 🌐 | Not disclosed | 75 Niche | 71 | 56 | 73 | 85% | insitro Recursion Atomwise BenevolentAI |
Korea's first MFDS-approved generative AI radiology report generator — 57 chest X-ray conditions. | Soombit.ai | 🇰🇷 | Pre-commercial (approved April 2026) | 66 Korea strong | 85 | 71 | 73 | 88% | coreline-soft lunit-scope-cxr vuno-med-chest-xray |
MFDS-approved AI for osteoporosis screening from routine chest X-rays — addresses 75% undiagnosis rate pre-fracture. | Promedius | 🇰🇷 | Pre-commercial internationally (MFDS approved March 2025) | 66 Korea strong | 81 | 69 | 73 | 88% | ClearRead CT BoneMetrics |
Generative-AI chest X-ray report drafting | Deepnoid (딥노이드) | 🇰🇷 | Not disclosed | 63 Korea strong | 85 | 52 | 73 | 95% | Lunit INSIGHT Rad AI Omni Reporting Annalise.ai VUNO Med |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Turnitin | 🌐 | Not disclosed | 68 Unproven | 43 | 57 | 73 | 85% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Chinese speech, education, and language AI platform | iFlytek (科大讯飞) | 🇨🇳 | Not disclosed | 61 Unproven | 64 | 37 | 73 | 83% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
End-to-end autonomy software for drones and vehicles | Bone AI | 🇰🇷 | Government contracts | 63 Korea strong | 98 | 64 | 73 | 74% | anduril helsing skydio |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Carbon Robotics | 🌐 | Not disclosed | 83 Niche | 97 | 56 | 73 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Autonomous defense drone built on Nearthlab's industrial-inspection stack. | Nearthlab (니어스랩) | 🇰🇷 | Not disclosed | 42 Unproven | 86 | 56 | 73 | 86% | Skydio X10D Anduril Ghost Shield AI V-BAT Parrot Anafi |
Tencent digital-human and avatar product surface | Tencent (腾讯) | 🇨🇳 | Not disclosed | 59 Unproven | 92 | 45 | 73 | 100% | HeyGen Synthesia D-ID Agents DeepBrain AI Colossyan AI Avatars |
ModelBest efficient on-device language model family | ModelBest | 🇨🇳 | Not disclosed | 41 Unproven | 84 | 63 | 73 | 100% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Vellum | 🌐 | Not disclosed | 70 Niche | 73 | 61 | 73 | 85% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Wordware | 🌐 | Not disclosed | 70 Niche | 73 | 63 | 73 | 85% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | LangChain | 🌐 | Not disclosed | 84 Niche | 78 | 56 | 73 | 92% | LlamaIndex CrewAI AutoGen Haystack |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Maum AI (마음AI) | 🇰🇷 | Not disclosed | 56 Korea strong | 70 | 54 | 73 | 90% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Legal research, drafting, and analytics AI | LexisNexis | 🌐 | Not disclosed | 63 Unproven | 62 | 38 | 72 | 61% | ChatGPT Claude Gemini Microsoft Copilot |
Personal-injury legal AI platform | EvenUp | 🌐 | Not disclosed | 62 Unproven | 53 | 41 | 72 | 63% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
Legal research and professional workflow AI | Thomson Reuters | 🌐 | Not disclosed | 65 Unproven | 62 | 39 | 72 | 67% | ChatGPT Claude Gemini Microsoft Copilot |
AI across ByteDance's Feishu/Lark workplace suite | Feishu | 🇨🇳 | Not disclosed | 53 Unproven | 48 | 55 | 72 | 74% | ChatGPT Claude Gemini Microsoft Copilot |
Internal talent marketplace AI | Gloat | 🌐 | Not disclosed | 62 Unproven | 64 | 48 | 72 | 65% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Otter.ai | 🌐 | Not disclosed | 63 Unproven | 59 | 49 | 72 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Reclaim.ai | 🌐 | Not disclosed | 62 Unproven | 59 | 60 | 72 | 70% | Zapier Agents n8n Make AI Agents Workato |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | OpusClip | 🌐 | Not disclosed | 68 Unproven | 59 | 61 | 72 | 86% | Descript Vrew Adobe Premiere AI |
WATCHA PEDIA's rating-based recommendation engine. | Watcha (왓챠) | 🇰🇷 | Not disclosed | 38 Unproven | 54 | 55 | 72 | 80% | Ohouse Search & Recommendation (오늘의집) Recommendations AI Constructor Nosto |
Expressive AI voice and synthetic-actor studio. | Neosapience (네오사피엔스) | 🇰🇷 | Not disclosed | 55 Korea strong | 65 | 57 | 72 | 92% | ElevenLabs Murf LOVO Resemble AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | AdCreative.ai | 🌐 | Not disclosed | 55 Unproven | 71 | 58 | 72 | 73% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Rebuy | 🌐 | Not disclosed | 55 Unproven | 65 | 61 | 72 | 74% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Siena AI | 🌐 | Not disclosed | 69 Unproven | 71 | 57 | 72 | 70% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Stitch Fix | 🌐 | Not disclosed | 70 Niche | 66 | 43 | 72 | 65% | Dynamic Yield Bloomreach Constructor Algolia AI |
ML-powered native-ad and content-recommendation network. | Dable (데이블) | 🇰🇷 | 3,000+ publishers | 53 Unproven | 77 | 60 | 72 | 78% | Outbrain Taboola Nativo Sharethrough |
AI fashion image auto-tagging. | OMNIOUS.AI (옴니어스) | 🇰🇷 | Not disclosed | 59 Korea strong | 55 | 61 | 72 | 90% | Syte Vue.ai ViSenze Pinterest Lens |
AI customer-support agent inside Channel Talk. | Channel Corp (채널코퍼레이션) | 🇰🇷 | Not disclosed | 59 Korea strong | 71 | 61 | 72 | 90% | Intercom Fin Zendesk AI Ada Voice AI Sierra Agent OS |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Aider | 🌐 | Not disclosed | 89 Proven | 84 | 64 | 72 | 87% | GitHub Copilot Cursor Windsurf Editor Tabnine |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Aider | 🌐 | Not disclosed | 89 Proven | 84 | 63 | 72 | 83% | GitHub Copilot Cursor Windsurf Editor Tabnine |
AI logistics management platform | Colosseum | 🇰🇷 | Enterprise | 68 Korea strong | 83 | 57 | 72 | 72% | flexport convoy fourkites |
Causal observability and automation AI | Dynatrace | 🌐 | Not disclosed | 79 Niche | 87 | 42 | 72 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Security analytics and remediation AI | Rapid7 | 🌐 | Not disclosed | 77 Niche | 86 | 42 | 72 | 71% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Guardrails AI's validation framework for LLM output | Guardrails AI | 🌐 | Not disclosed | 80 Niche | 74 | 63 | 72 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
CXL controller and switch IP for AI infrastructure. | Panmnesia (파네시아) | 🇰🇷 | Not disclosed | 59 Korea strong | 68 | 56 | 72 | 64% | Synopsys Cadence Rambus Astera Labs |
High-throughput LLM inference engine. | SqueezeBits (스퀴즈비츠) | 🇰🇷 | Not disclosed | 66 Korea strong | 65 | 42 | 72 | 84% | vLLM TensorRT-LLM Together AI Modal |
Enterprise face-verification engine | Alchera (알체라) | 🇰🇷 | Not disclosed | 64 Korea strong | 74 | 56 | 72 | 92% | Suprema CUBOX NEC NeoFace Idemia |
Korean/Japanese speech-to-text API | Return Zero (리턴제로) | 🇰🇷 | Not disclosed | 64 Korea strong | 84 | 52 | 72 | 92% | Google Cloud Speech-to-Text Selvy STT (셀비 STT) Naver Clova Speech Deepgram |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Dataminr | 🌐 | Not disclosed | 44 Unproven | 80 | 45 | 72 | 77% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
S&P Global's AI for financial document extraction and linking | S&P Global | 🌐 | S&P Global clients | 68 Unproven | 96 | 45 | 72 | 79% | bloomberg-gpt AlphaSense Hebbia Matrix Bloomberg Terminal AI Suki Platform Abridge DeepScribe Ambient AI Nuance DAX BloombergGPT |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Noom | 🌐 | Not disclosed | 76 Niche | 72 | 46 | 72 | 85% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | OpenEvidence | 🌐 | Not disclosed | 77 Niche | 73 | 48 | 72 | 88% | insitro Recursion Atomwise BenevolentAI |
AI drug discovery with 230M+ data entries. | Pharos iBio (파로스아이바이오) | 🇰🇷 | Not disclosed | 48 Unproven | 69 | 54 | 72 | 92% | BenevolentAI Recursion Atomwise Standigm ASK |
Medical-grade ring with deep-learning AFib detection. | Sky Labs (스카이랩스) | 🇰🇷 | Not disclosed | 61 Korea strong | 68 | 58 | 72 | 84% | AliveCor iRhythm Apple Watch ECG Withings ScanWatch |
AI dental crown CAD in the cloud. | Imagoworks (이마고웍스) | 🇰🇷 | Dental labs in 110+ countries | 68 Korea strong | 81 | 65 | 72 | 86% | Align Technology 3Shape Exocad Dental Wings |
FDA-cleared AI for stroke imaging triage. | Heuron (휴런) | 🇰🇷 | Not disclosed | 47 Unproven | 73 | 61 | 72 | 92% | Rapid Viz.ai One Aidoc Brainomix 360 e-Stroke |
AI detection of cerebral aneurysms on brain MRA | Deepnoid (딥노이드) | 🇰🇷 | Not disclosed | 62 Korea strong | 85 | 50 | 72 | 92% | Lunit INSIGHT VUNO Med Aidoc Heuron Stroke Suite |
AI 12-lead ECG screening for hidden cardiac disease | Medical AI (에어스메디컬) | 🇰🇷 | Not disclosed | 63 Korea strong | 85 | 52 | 72 | 94% | Anumana ECG-AI Eko ELEFT AliveCor Kardia Ultromics EchoGo |
AI CGM-based blood-glucose management app | Kakao Healthcare (카카오) | 🇰🇷 | Not disclosed | 64 Korea strong | 69 | 39 | 72 | 88% | Dexcom Clarity Abbott LibreView January AI Nutrisense |
ESL learning with licensed real-world content | Socra AI | 🇰🇷 | Not disclosed | 51 Unproven | 50 | 51 | 72 | 68% | Duolingo Max ELSA Speak Rosetta Stone Cambly |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Black Sesame Technologies | 🇨🇳 | Not disclosed | 63 Unproven | 98 | 39 | 72 | 82% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | John Deere | 🌐 | Not disclosed | 86 Proven | 98 | 42 | 72 | 85% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Physical Intelligence | 🌐 | Not disclosed | 87 Proven | 98 | 43 | 72 | 88% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Sanctuary AI | 🌐 | Not disclosed | 82 Niche | 97 | 54 | 72 | 79% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Wearable walking-assist robot generating real-world movement data. | WIRobotics (위로보틱스) | 🇰🇷 | Not disclosed | 46 Unproven | 98 | 56 | 72 | 70% | Honda Walking Assist ReWalk Ekso Bionics Cyberdyne HAL |
Open-source ROS reference mobile robot. | ROBOTIS (로보티즈) | 🇰🇷 | Global research and education customers | 59 Korea strong | 98 | 53 | 72 | 64% | Clearpath iRobot Create Boston Dynamics Spot Unitree Go2 |
Bimanual robot manipulation foundation model | Config Intelligence (컨피그인텔리전스) | 🇰🇷 | Not disclosed | 59 Korea strong | 98 | 57 | 72 | 95% | Physical Intelligence pi-0 NVIDIA Isaac GR00T RLDX-1 Figure Helix |
MiniMax AI companion and character product | MiniMax | 🇨🇳 | Not disclosed | 50 Unproven | 91 | 44 | 72 | 100% | Character.AI Zeta (제타) Replika Anima AI |
Z.ai video and multimodal generation surface | Zhipu AI (智谱AI) | 🇨🇳 | Not disclosed | 43 Unproven | 91 | 49 | 72 | 100% | GPT Claude Gemini Grok |
Open-weight Korean LLM trained from scratch. | Motif Technologies (모티프테크놀로지스) | 🇰🇷 | Not disclosed | 30 Unproven | 83 | 61 | 72 | 98% | Solar EXAONE (엑사원) HyperCLOVA X (하이퍼클로바X) Llama |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Botpress | 🌐 | Not disclosed | 70 Niche | 79 | 61 | 72 | 86% | Cognigy Voice Gateway Kore.ai Yellow.ai Aisera |
Korean enterprise and public-sector AI chatbot | Wisenut (와이즈넛) | 🇰🇷 | Not disclosed | 55 Korea strong | 60 | 53 | 72 | 85% | Konan Technology Delight.ai Channel Talk (채널톡) Zendesk AI |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Asana | 🌐 | Not disclosed | 64 Unproven | 61 | 41 | 71 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Atlassian | 🌐 | Not disclosed | 65 Unproven | 61 | 39 | 71 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Beautiful.ai | 🌐 | Not disclosed | 63 Unproven | 59 | 58 | 71 | 73% | Zapier Agents n8n Make AI Agents Workato |
Revenue intelligence over recorded sales conversations | Gong | 🌐 | Not disclosed | 48 Unproven | 61 | 43 | 71 | 68% | Apollo Outreach Clari Lavender Email Coach |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Granola | 🌐 | Not disclosed | 63 Unproven | 59 | 60 | 71 | 77% | Zapier Agents n8n Make AI Agents Workato |
Applicant-tracking AI features | Greenhouse | 🌐 | Not disclosed | 61 Unproven | 60 | 45 | 71 | 60% | ChatGPT Claude Gemini Microsoft Copilot |
AI interview notes and recruiting intelligence | Metaview | 🌐 | Not disclosed | 65 Unproven | 62 | 35 | 71 | 64% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Motion | 🌐 | Not disclosed | 62 Unproven | 59 | 58 | 71 | 70% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Box | 🌐 | Not disclosed | 61 Unproven | 59 | 51 | 71 | 64% | Zapier Agents n8n Make AI Agents Workato |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Oracle | 🌐 | Not disclosed | 69 Unproven | 62 | 42 | 71 | 88% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Chinese computer vision and foundation AI platform | SenseTime (商汤科技) | 🇨🇳 | Not disclosed | 59 Unproven | 55 | 42 | 71 | 94% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Hypotenuse AI | 🌐 | Not disclosed | 55 Unproven | 65 | 60 | 71 | 73% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI brand protection against counterfeits and IP infringement | MarqVision (마크비전) | 🇰🇷 | Not disclosed | 55 Korea strong | 82 | 48 | 71 | 68% | Red Points Corsearch Tracer BrandShield Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Yuma AI | 🌐 | Not disclosed | 69 Unproven | 77 | 57 | 71 | 72% | Dynamic Yield Bloomreach Constructor Algolia AI |
Causal observability and automation AI | Dynatrace | 🌐 | Not disclosed | 77 Niche | 86 | 40 | 71 | 73% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Helicone | 🌐 | Not disclosed | 89 Proven | 84 | 63 | 71 | 84% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Data observability with AI incident workflows | Monte Carlo | 🌐 | Not disclosed | 74 Niche | 84 | 50 | 71 | 68% | GitHub Copilot Cursor Windsurf Editor Tabnine |
Observability assistant and analytics AI | New Relic | 🌐 | Not disclosed | 75 Niche | 84 | 51 | 71 | 73% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Financial crime and transaction fraud prevention platform | Feedzai | 🌐 | Not disclosed | 43 Unproven | 79 | 49 | 71 | 75% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Insilico Medicine | 🌐 | Not disclosed | 75 Niche | 72 | 50 | 71 | 82% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Nabla | 🌐 | Not disclosed | 76 Niche | 71 | 60 | 71 | 92% | insitro Recursion Atomwise BenevolentAI |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | SchoolAI | 🌐 | Not disclosed | 68 Unproven | 43 | 63 | 71 | 85% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Scite | 🌐 | Not disclosed | 66 Unproven | 61 | 60 | 71 | 75% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Output-focused K-12 writing and speaking learning | Socra AI | 🇰🇷 | Not disclosed | 44 Unproven | 42 | 52 | 71 | 73% | Khanmigo Duolingo Max MagicSchool AI Squirrel AI |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Carbon Robotics | 🌐 | Not disclosed | 82 Niche | 97 | 55 | 71 | 83% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Mobileye | 🌐 | Not disclosed | 85 Niche | 98 | 42 | 71 | 82% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | UBTech | 🇨🇳 | Not disclosed | 62 Unproven | 98 | 37 | 71 | 77% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Retool | 🌐 | Not disclosed | 71 Niche | 74 | 47 | 71 | 84% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | SAP (네오사피엔스) | 🌐 | Not disclosed | 70 Niche | 73 | 55 | 71 | 84% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Contract intelligence and workflow AI | Evisort | 🌐 | Not disclosed | 62 Unproven | 59 | 57 | 70 | 70% | ChatGPT Claude Gemini Microsoft Copilot |
Contract intelligence and workflow AI | Evisort | 🌐 | Not disclosed | 61 Unproven | 59 | 43 | 70 | 66% | ChatGPT Claude Gemini Microsoft Copilot |
BHSN's all-in-one legal AI platform for enterprise legal and business teams. | BHSN (비에이치에스엔) | 🇰🇷 | Not disclosed | 33 Unproven | 56 | 48 | 70 | 71% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
Contract lifecycle AI | Ironclad | 🌐 | Not disclosed | 64 Unproven | 60 | 37 | 70 | 72% | ChatGPT Claude Gemini Microsoft Copilot |
Personal-injury legal AI platform | EvenUp | 🌐 | Not disclosed | 62 Unproven | 52 | 47 | 70 | 68% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
Legal research, drafting, and analytics AI | LexisNexis | 🌐 | Not disclosed | 64 Unproven | 61 | 32 | 70 | 64% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Asana | 🌐 | Not disclosed | 64 Unproven | 61 | 41 | 70 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Beautiful.ai | 🌐 | Not disclosed | 62 Unproven | 59 | 57 | 70 | 73% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Grammarly | 🌐 | Not disclosed | 64 Unproven | 61 | 40 | 70 | 69% | Zapier Agents n8n Make AI Agents Workato |
Hiring and interview AI | HireVue | 🌐 | Not disclosed | 61 Unproven | 59 | 54 | 70 | 67% | ChatGPT Claude Gemini Microsoft Copilot |
Sales execution AI | Outreach | 🌐 | Not disclosed | 62 Unproven | 60 | 41 | 70 | 64% | Gong AI Apollo Clari Lavender Email Coach |
Legal research and professional workflow AI | Thomson Reuters | 🌐 | Not disclosed | 63 Unproven | 61 | 37 | 70 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
Korean STT, transcription, and meeting AI. | ActionPower (액션파워) | 🇰🇷 | Not disclosed | 36 Unproven | 30 | 59 | 70 | 90% | Otter.ai tldv Fireflies Granola |
AI co-pilot for Swit work OS. | Swit Technologies (스윗테크놀로지스) | 🇰🇷 | Not disclosed | 35 Unproven | 48 | 57 | 70 | 80% | Microsoft Copilot Slack AI Asana Intelligence ClickUp AI |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | SAP (네오사피엔스) | 🌐 | Not disclosed | 65 Unproven | 59 | 56 | 70 | 88% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Media-localization machine translation for film and TV. | XL8 (엑스엘에이트) | 🇰🇷 | Not disclosed | 54 Unproven | 48 | 58 | 70 | 86% | DeepL Iyuno Google Cloud Translation AWS Translate |
Generative AI for 3D character motion from text, voice, or video. | NationA (네이션에이) | 🇰🇷 | Not disclosed | 46 Unproven | 22 | 63 | 70 | 90% | Move AI DeepMotion Plask Motion Rokoko |
Real-time AI avatar and digital-human studio. | Klleon (클레온) | 🇰🇷 | Not disclosed | 40 Unproven | 48 | 63 | 70 | 92% | HeyGen D-ID Agents Synthesia Captions |
Spatial AI digital twin platform. | 3i Inc. (쓰리아이) | 🇰🇷 | Not disclosed | 53 Unproven | 60 | 59 | 70 | 80% | Matterport NavVis Leica BLK Faro |
AI virtual-idol platform for K-pop. | Galaxy Corporation (갤럭시코퍼레이션) | 🇰🇷 | Not disclosed | 46 Unproven | 60 | 54 | 70 | 86% | DeepReal AI (딥리얼 AI) MAVE: HYBE NewJeans IP SM Aespa AE |
Interactive AI avatar interface for kiosks and service environments | ESTsoft (이스트소프트) | 🇰🇷 | Not disclosed | 54 Unproven | 71 | 54 | 70 | 88% | DeepBrain AI Soul Machines Synthesia HeyGen |
Generative virtual-human platform behind Eternity | Pulse9 (펄스나인) | 🇰🇷 | Not disclosed | 55 Korea strong | 59 | 59 | 70 | 92% | AI Studios Klleon Studio Synthesia Soul Machines |
Behavioural AI against email compromise and account takeover | Abnormal Security | 🌐 | Not disclosed | 62 Unproven | 59 | 45 | 70 | 80% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Data observability with AI incident workflows | Monte Carlo | 🌐 | Not disclosed | 75 Niche | 84 | 51 | 70 | 76% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Security operations and cloud security AI | Palo Alto Networks | 🌐 | Not disclosed | 78 Niche | 89 | 39 | 70 | 76% | Falcon Foundry Splunk AI Singularity Hyperautomation Darktrace |
Security analytics and remediation AI | Rapid7 | 🌐 | Not disclosed | 76 Niche | 86 | 40 | 70 | 68% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Exposure management AI | Tenable | 🌐 | Not disclosed | 77 Niche | 86 | 42 | 70 | 74% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
LLM observability and evaluation tooling | TruEra | 🌐 | Not disclosed | 75 Niche | 84 | 56 | 70 | 78% | LangSmith Langfuse Arize Helicone |
1.58-bit quantization for AI models on Arm SoCs. | ENERZAi (에너자이) | 🇰🇷 | Not disclosed | 47 Unproven | 68 | 61 | 70 | 82% | NetsPresso Qualcomm AI Engine Deci AI Neural Magic |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Boosted.ai | 🌐 | Not disclosed | 42 Unproven | 70 | 58 | 70 | 75% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Toss (토스) | 🇰🇷 | Not disclosed | 28 Local | 66 | 45 | 70 | 81% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Korea's largest AI robo-advisor by AUM. | Fount (파운트) | 🇰🇷 | Not disclosed | 26 Local | 71 | 55 | 70 | 80% | Qraft AI Betterment Wealthfront Schwab Intelligent |
Korean MyData personal-finance AI. | Banksalad (뱅크샐러드) | 🇰🇷 | Not disclosed | 9 Local | 71 | 51 | 70 | 70% | Mint NerdWallet Credit Karma Rocket Money |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | OpenEvidence | 🌐 | Not disclosed | 76 Niche | 72 | 46 | 70 | 83% | insitro Recursion Atomwise BenevolentAI |
Ambient clinical documentation inside the EHR | Abridge | 🌐 | Not disclosed | 62 Unproven | 81 | 50 | 70 | 88% | insitro Recursion Atomwise BenevolentAI |
AI pathology platform extending to additional cancer types. | Deep Bio (딥바이오) | 🇰🇷 | Not disclosed | 61 Korea strong | 74 | 60 | 70 | 90% | AISight Paige Ibex Medical Tempus AI |
MFDS-approved VR digital therapeutic for stroke. | Nunaps (누랩스) | 🇰🇷 | Not disclosed | 45 Unproven | 62 | 60 | 70 | 80% | Akili Interactive Pear Therapeutics Big Health Click Therapeutics |
MFDS-approved AI digital therapeutic for insomnia. | WELT (웰트) | 🇰🇷 | Not disclosed | 45 Unproven | 62 | 54 | 70 | 82% | Big Health Sleepio Akili Pear Therapeutics Click Therapeutics |
AI rare-disease whole-exome interpretation. | 3billion (쓰리빌리언) | 🇰🇷 | Not disclosed | 46 Unproven | 68 | 52 | 70 | 84% | Invitae Genomic Vision Illumina AI Tempus |
Transcriptomics-based AI drug repositioning | Oncocross (온코크로스) | 🇰🇷 | Not disclosed | 63 Korea strong | 80 | 47 | 70 | 92% | Standigm ASK Healx BenevolentAI Dr.UG |
Vision-AI food scanning and dietary analytics | Nuvilab (누비랩) | 🇰🇷 | Not disclosed | 60 Korea strong | 79 | 56 | 70 | 85% | Winnow Leanpath Orbisk Foodvisor |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Diffit | 🌐 | Not disclosed | 67 Unproven | 43 | 62 | 70 | 80% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
The agile mobile robot | Boston Dynamics | 🌐 | 1500+ deployed | 80 Niche | 98 | 59 | 70 | 76% | Unitree Go2 Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | d-Matrix | 🌐 | Not disclosed | 83 Niche | 98 | 51 | 70 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Edge-AI NPU for industrial vision and robotics. | Mobilint (모빌린트) | 🇰🇷 | Not disclosed | 57 Korea strong | 92 | 56 | 70 | 86% | Hailo-8 NVIDIA Jetson Ambarella Untether AI |
4D imaging radar with LiDAR-equivalent perception. | Deep Fusion AI (딥퓨전에이아이) | 🇰🇷 | Not disclosed | 41 Unproven | 80 | 62 | 70 | 82% | Arbe Robotics Continental ARS Aeva Aeries Mobileye Imaging Radar |
Hardware-agnostic robot navigation stack | Clobot (클로봇) | 🇰🇷 | Not disclosed | 59 Korea strong | 93 | 42 | 70 | 88% | SLAMcore Nav2 (open source) SENSR Kudan SLAM |
Embedding, reranking and retrieval tooling for enterprise RAG | Cohere | 🌐 | Not disclosed | 88 Proven | 98 | 55 | 70 | 100% | GPT Claude Gemini Grok |
Enterprise language model and retrieval product from Cohere | Cohere | 🌐 | Not disclosed | 88 Proven | 90 | 55 | 70 | 100% | GPT Claude Gemini Grok |
Korean enterprise generative-AI and RAG platform. | Sionic AI (사이오닉에이아이) | 🇰🇷 | Not disclosed | 57 Korea strong | 79 | 62 | 70 | 92% | Allganize Enterprise Search Cohere Platform Glean Vectara |
LLM app and agent builder platform | Wanted Lab (원티드랩) | 🇰🇷 | Not disclosed | 57 Korea strong | 56 | 52 | 70 | 88% | LangSmith Dify Flowise Vellum Deployments |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Cognigy | 🌐 | Not disclosed | 70 Niche | 69 | 56 | 70 | 95% | Botpress Kore.ai Yellow.ai Aisera |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Anyword | 🌐 | Not disclosed | 62 Unproven | 59 | 53 | 69 | 71% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Asana | 🌐 | Not disclosed | 64 Unproven | 61 | 40 | 69 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Grammarly | 🌐 | Not disclosed | 65 Unproven | 61 | 42 | 69 | 77% | Zapier Agents n8n Make AI Agents Workato |
HR and talent experience AI | Phenom | 🌐 | Not disclosed | 63 Unproven | 60 | 46 | 69 | 70% | ChatGPT Claude Gemini Microsoft Copilot |
Sales engagement and conversation AI | Salesloft | 🌐 | Not disclosed | 61 Unproven | 59 | 49 | 69 | 64% | Gong AI Apollo Outreach Clari |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Playground AI | 🌐 | Not disclosed | 68 Unproven | 59 | 61 | 69 | 89% | Midjourney ChatGPT Stable Diffusion Ideogram |
Predictive targeting and send-time AI in customer engagement | Braze | 🌐 | Not disclosed | 72 Niche | 73 | 42 | 69 | 77% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce search, personalization and marketing automation | Bloomreach | 🌐 | Not disclosed | 72 Niche | 72 | 44 | 69 | 77% | Dynamic Yield Constructor Algolia AI Nosto |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Zilliz | 🌐 | Not disclosed | 88 Proven | 84 | 52 | 69 | 81% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Identity verification and fraud platform | Socure | 🌐 | Not disclosed | 44 Unproven | 79 | 45 | 69 | 81% | Visa Account Attack Intelligence Visa Advanced Authorization Mastercard Consumer Fraud Risk Unit21 Fraud DAO Sardine Mastercard Identity Check Stripe Identity Alloy Identity Decisioning Argos KYC AlphaSense |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Glass Health | 🌐 | Not disclosed | 74 Niche | 71 | 62 | 69 | 84% | insitro Recursion Atomwise BenevolentAI |
AI for precision medicine | Tempus AI | 🌐 | 50% of oncologists in US | 79 Niche | 74 | 44 | 69 | 74% | Recursion insitro Exscientia AI Design Tempus AI |
Kia's highway driver-assistance feature set. | Kia (기아) | 🇰🇷 | Not disclosed | 42 Unproven | 94 | 39 | 69 | 72% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Agility Robotics | 🌐 | Not disclosed | 83 Niche | 97 | 50 | 69 | 82% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Baichuan model access and developer surface | Baichuan AI | 🇨🇳 | Not disclosed | 54 Unproven | 79 | 57 | 69 | 97% | GPT Claude Gemini Grok |
Language model or enterprise AI writing product from AI21 Labs | AI21 Labs | 🌐 | Not disclosed | 88 Proven | 79 | 55 | 69 | 100% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Retell AI | 🌐 | Not disclosed | 70 Niche | 73 | 60 | 69 | 88% | Vapi Bland AI PolyAI Customer-Led Voice Automation Synthflow |
Contract drafting and review AI for legal teams | Spellbook | 🌐 | Not disclosed | 62 Unproven | 29 | 57 | 68 | 76% | ChatGPT Claude Gemini Microsoft Copilot |
Contract review and negotiation AI | Robin AI | 🌐 | Not disclosed | 62 Unproven | 42 | 51 | 68 | 75% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
Contract review and negotiation AI | Robin AI | 🌐 | Not disclosed | 60 Unproven | 42 | 42 | 68 | 60% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
Contract review AI for in-house legal teams | LegalOn | 🌐 | Not disclosed | 63 Unproven | 56 | 47 | 68 | 74% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
Contract drafting and review AI for legal teams | Spellbook | 🌐 | Not disclosed | 62 Unproven | 29 | 50 | 68 | 71% | ChatGPT Claude Gemini Microsoft Copilot |
AI character and interactive storytelling service | Wrtn (뤼튼) | 🇰🇷 | Not disclosed | 32 Unproven | 46 | 54 | 68 | 67% | Character.AI ChatGPT Claude Gemini |
Personal-injury legal AI platform | EvenUp | 🌐 | Not disclosed | 62 Unproven | 52 | 46 | 68 | 66% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
Contract intelligence and workflow AI | Evisort | 🌐 | Not disclosed | 61 Unproven | 59 | 48 | 68 | 68% | ChatGPT Claude Gemini Microsoft Copilot |
Account-based revenue AI | 6sense | 🌐 | Not disclosed | 62 Unproven | 60 | 41 | 68 | 66% | ChatGPT Claude Gemini Microsoft Copilot |
Talent lifecycle AI | Beamery | 🌐 | Not disclosed | 60 Unproven | 59 | 46 | 68 | 60% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Box | 🌐 | Not disclosed | 60 Unproven | 58 | 49 | 68 | 62% | Zapier Agents n8n Make AI Agents Workato |
Revenue operations AI | Clari | 🌐 | Not disclosed | 60 Unproven | 65 | 43 | 68 | 57% | ChatGPT Claude Gemini Microsoft Copilot |
AI prospect research and enrichment platform | Clay | 🌐 | Not disclosed | 60 Unproven | 64 | 51 | 68 | 64% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Copy.ai | 🌐 | Not disclosed | 61 Unproven | 58 | 53 | 68 | 70% | Zapier Agents n8n Make AI Agents Workato |
Internal talent marketplace AI | Gloat | 🌐 | Not disclosed | 61 Unproven | 64 | 46 | 68 | 65% | ChatGPT Claude Gemini Microsoft Copilot |
Sales engagement and conversation AI | Salesloft | 🌐 | Not disclosed | 60 Unproven | 58 | 47 | 68 | 60% | Gong AI Apollo Outreach Clari |
Enterprise QA on machine reading comprehension. | 42Maru (포티투마루) | 🇰🇷 | Not disclosed | 51 Unproven | 46 | 59 | 68 | 88% | Glean IBM Watson Discovery Coveo Lucidworks |
Korean-tuned enterprise RAG platform. | Skelter Labs (스켈터랩스) | 🇰🇷 | Not disclosed | 50 Unproven | 53 | 58 | 68 | 86% | Cohere RAG Allganize Alli Glean Vectara |
Cloud Hancom Office with AI drafting tier | Hancom (한컴) | 🇰🇷 | Not disclosed | 34 Unproven | 55 | 40 | 68 | 70% | Google Workspace Microsoft 365 Polaris Office AI Naver MYBOX |
AI meeting and call analysis for teams | Return Zero (리턴제로) | 🇰🇷 | Not disclosed | 51 Unproven | 40 | 56 | 68 | 90% | Otter Fireflies.ai Naver Clova Note Read AI |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | D-ID | 🌐 | Not disclosed | 67 Unproven | 64 | 55 | 68 | 86% | Midjourney ChatGPT Stable Diffusion Ideogram |
Meitu's imaging and video AI across photo, video and design | Meitu (美图) | 🇨🇳 | Not disclosed | 45 Unproven | 56 | 39 | 68 | 91% | Midjourney ChatGPT Stable Diffusion Ideogram |
Live multilingual captioning and translation for events. | XL8 (엑스엘에이트) | 🇰🇷 | Not disclosed | 38 Unproven | 59 | 56 | 68 | 84% | KUDO Wordly Interprefy Maestra |
Creator AI music composition tool. | Pozalabs (포자랩스) | 🇰🇷 | Not disclosed | 39 Unproven | 58 | 61 | 68 | 92% | Suno Udio Stable Audio AIVA |
Virtual-human video generation. | ESTsoft (이스트소프트) | 🇰🇷 | Not disclosed | 39 Unproven | 54 | 54 | 68 | 90% | Synthesia HeyGen D-ID Agents Colossyan AI Avatars |
AI motion capture in the browser. | Plask (플라스크) | 🇰🇷 | Not disclosed | 46 Unproven | 53 | 63 | 68 | 90% | Move AI DeepMotion Rokoko Cascadeur |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Enhans | 🇰🇷 | Not disclosed | 53 Unproven | 70 | 55 | 68 | 65% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Gorgias | 🌐 | Not disclosed | 53 Unproven | 70 | 50 | 68 | 69% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Mercari | 🌐 | Not disclosed | 70 Niche | 78 | 40 | 68 | 68% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI assistant for merchants | Shopify | 🌐 | Available to Shopify's merchant base (~4M stores); Sidekick-specific usage not disclosed | 55 Unproven | 79 | 34 | 68 | 59% | Amazon Rufus Dynamic Yield Bloomreach Constructor |
AI cross-channel ad reporting and optimization. | Adriel (애드리엘) | 🇰🇷 | Not disclosed | 55 Korea strong | 71 | 55 | 68 | 72% | AdCreative.ai Omneky Campaign Launcher Pencil Typeface |
Conversational AI shopping agent for e-commerce. | Waddle (와들) | 🇰🇷 | Not disclosed | 58 Korea strong | 65 | 63 | 68 | 92% | Klarna AI Siena AI Shopify Magic Amazon Rufus |
Visual search for fashion e-commerce. | OMNIOUS.AI (옴니어스) | 🇰🇷 | Not disclosed | 58 Korea strong | 41 | 59 | 68 | 88% | Syte Pinterest Lens Google Lens Shopping ViSenze |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Cline | 🌐 | Not disclosed | 88 Proven | 83 | 62 | 68 | 85% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Developer documentation for SiliconFlow model APIs | SiliconFlow | 🇨🇳 | Not disclosed | 66 Unproven | 78 | 56 | 68 | 85% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Tabnine | 🌐 | Not disclosed | 89 Proven | 83 | 58 | 68 | 90% | GitHub Copilot Cursor Windsurf Editor Sourcegraph Cody |
Open-source prompt testing and LLM red-teaming | Promptfoo | 🌐 | Not disclosed | 61 Unproven | 57 | 62 | 68 | 86% | LangSmith Langfuse Arize Helicone |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | ComplyAdvantage | 🌐 | Not disclosed | 57 Unproven | 75 | 49 | 68 | 74% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Hebbia | 🌐 | Not disclosed | 41 Unproven | 82 | 56 | 68 | 74% | AlphaSense Kensho BloombergGPT Bridgewise |
ML credit scoring for near-prime borrowers. | PeopleFund (피플펀드) | 🇰🇷 | Not disclosed | 11 Local | 87 | 56 | 68 | 84% | Upstart AI Lending Platform Affirm Zest AI Underwriting Pagaya |
AI cross-border remittance with FX hedging and fraud detection. | SentBe (센트비) | 🇰🇷 | Not disclosed | 10 Local | 71 | 54 | 68 | 78% | Wise Remitly WorldRemit MoneyGram |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | DeepScribe | 🌐 | Not disclosed | 75 Niche | 70 | 57 | 68 | 88% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Owkin | 🌐 | Not disclosed | 74 Niche | 71 | 52 | 68 | 84% | insitro Recursion Atomwise BenevolentAI |
Continuous blood-pressure monitoring ring. | Sky Labs (스카이랩스) | 🇰🇷 | Not disclosed | 60 Korea strong | 67 | 56 | 68 | 84% | AliveCor Withings ScanWatch Aktiia Omron HeartGuide |
AI orthodontic and implant planning. | Imagoworks (이마고웍스) | 🇰🇷 | Not disclosed | 60 Korea strong | 72 | 54 | 68 | 84% | Align Technology 3Shape Pearl Overjet |
Sequence-based AI drug discovery platform | Deargen (디어젠) | 🇰🇷 | Not disclosed | 61 Korea strong | 55 | 58 | 68 | 90% | Standigm ASK Chemistry42 HyperLab (하이퍼랩) |
Self-serve SaaS AI drug-discovery workbench | HITS (히츠) | 🇰🇷 | Not disclosed | 61 Korea strong | 73 | 62 | 68 | 92% | Schrödinger LiveDesign Standigm ASK Dr.UG Chemistry42 |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Gradescope | 🌐 | Not disclosed | 66 Unproven | 42 | 59 | 68 | 80% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Turnitin | 🌐 | Not disclosed | 67 Unproven | 42 | 55 | 68 | 84% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Beginner-friendly ESL speaking practice | Socra AI | 🇰🇷 | Not disclosed | 36 Unproven | 41 | 50 | 68 | 72% | ELSA Speak Duolingo Max Speak Cambly |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Exotec | 🌐 | Not disclosed | 85 Niche | 98 | 47 | 68 | 90% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
AI cooking robot that replicates chef-grade grilling with real-time sensing. | Beyond Honeycomb (비욘드허니컴) | 🇰🇷 | Not disclosed | 41 Unproven | 91 | 58 | 68 | 82% | Miso Robotics Picnic Karakuri Chef Robotics |
Industrial AI PC with 80 TOPS NPU. | Mobilint (모빌린트) | 🇰🇷 | Not disclosed | 40 Unproven | 91 | 53 | 68 | 80% | NVIDIA Jetson AGX Lenovo Edge Dell Edge Gateway Hailo Edge |
Automotive AI accelerator for ADAS and cockpit AI. | Bos Semiconductors (보스반도체) | 🇰🇷 | Not disclosed | 49 Unproven | 85 | 60 | 68 | 88% | Mobileye EyeQ Ambarella CV NVIDIA Drive Qualcomm Ride |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Flowise | 🌐 | Not disclosed | 70 Niche | 72 | 64 | 68 | 92% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Sierra | 🌐 | Not disclosed | 70 Niche | 71 | 45 | 68 | 88% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Anyword | 🌐 | Not disclosed | 61 Unproven | 58 | 52 | 67 | 68% | Zapier Agents n8n Make AI Agents Workato |
Talent intelligence AI | Eightfold AI | 🌐 | Not disclosed | 61 Unproven | 60 | 39 | 67 | 61% | Gloat Skills Foundation BetterUp Workday Skills Cloud Visier |
Talent intelligence AI | Eightfold AI | 🌐 | Not disclosed | 64 Unproven | 66 | 42 | 67 | 74% | Gloat Skills Foundation BetterUp Workday Skills Cloud Visier |
Contract lifecycle AI | Ironclad | 🌐 | Not disclosed | 63 Unproven | 60 | 41 | 67 | 69% | ChatGPT Claude Gemini Microsoft Copilot |
Contract lifecycle AI | Ironclad | 🌐 | Not disclosed | 64 Unproven | 60 | 43 | 67 | 75% | ChatGPT Claude Gemini Microsoft Copilot |
Sales execution AI | Outreach | 🌐 | Not disclosed | 61 Unproven | 60 | 39 | 67 | 61% | ChatGPT Claude Gemini Microsoft Copilot |
Legal research and professional workflow AI | Thomson Reuters | 🌐 | Not disclosed | 63 Unproven | 61 | 36 | 67 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
B2B data and revenue AI | ZoomInfo | 🌐 | Not disclosed | 62 Unproven | 66 | 34 | 67 | 57% | ChatGPT Claude Gemini Microsoft Copilot |
Korean AI agent for nuanced search and deep research | ESTsoft (이스트소프트) | 🇰🇷 | Not disclosed | 34 Unproven | 34 | 51 | 67 | 78% | Perplexity ChatGPT Liner |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Playground AI | 🌐 | Not disclosed | 67 Unproven | 58 | 59 | 67 | 85% | Midjourney ChatGPT Stable Diffusion Ideogram |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Playground AI | 🌐 | Not disclosed | 68 Unproven | 58 | 60 | 67 | 91% | Midjourney ChatGPT Stable Diffusion Ideogram |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Wonder Dynamics | 🌐 | Not disclosed | 66 Unproven | 58 | 58 | 67 | 82% | Midjourney ChatGPT Stable Diffusion Ideogram |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Yuma AI | 🌐 | Not disclosed | 69 Unproven | 64 | 56 | 67 | 73% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Humanloop | 🌐 | Not disclosed | 86 Proven | 83 | 56 | 67 | 76% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Alloy | 🌐 | Not disclosed | 41 Unproven | 74 | 52 | 67 | 75% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Boosted.ai | 🌐 | Not disclosed | 41 Unproven | 69 | 56 | 67 | 74% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | ComplyAdvantage | 🌐 | Not disclosed | 57 Unproven | 88 | 49 | 67 | 77% | Sardine Sift Stripe Radar Featurespace |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Fiscal.ai | 🌐 | Not disclosed | 43 Unproven | 64 | 61 | 67 | 84% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Cradle | 🌐 | Not disclosed | 75 Niche | 70 | 58 | 67 | 92% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Glass Health | 🌐 | Not disclosed | 74 Niche | 70 | 62 | 67 | 87% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Owkin | 🌐 | Not disclosed | 73 Niche | 71 | 51 | 67 | 81% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Suki | 🌐 | Not disclosed | 72 Niche | 81 | 48 | 67 | 72% | insitro Recursion Atomwise BenevolentAI |
Intel's Gaudi AI training and inference accelerator series | Intel (컨피그인텔리전스) | 🌐 | Not disclosed | 83 Niche | 96 | 60 | 67 | 90% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Software and connected-services platform for Kia PBV vehicles. | Kia (기아) | 🇰🇷 | Not disclosed | 41 Unproven | 94 | 38 | 67 | 70% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | SambaNova | 🌐 | Not disclosed | 83 Niche | 98 | 47 | 67 | 81% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Symbotic | 🌐 | Not disclosed | 84 Niche | 98 | 40 | 67 | 79% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
AI21 hybrid SSM-Transformer model family | AI21 Labs | 🌐 | Not disclosed | 60 Unproven | 89 | 54 | 67 | 100% | GPT Claude Gemini Grok |
Cohere's enterprise model family for RAG and tool use | Cohere | 🌐 | Not disclosed | 88 Proven | 89 | 54 | 67 | 100% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Make | 🌐 | Not disclosed | 70 Niche | 73 | 52 | 67 | 88% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Bland AI | 🌐 | Not disclosed | 67 Unproven | 68 | 59 | 67 | 87% | Vapi Retell AI PolyAI Customer-Led Voice Automation Synthflow |
Contract drafting and review AI for legal teams | Spellbook | 🌐 | Not disclosed | 60 Unproven | 29 | 54 | 66 | 67% | ChatGPT Claude Gemini Microsoft Copilot |
Contract review AI for in-house legal teams | LegalOn | 🌐 | Not disclosed | 61 Unproven | 55 | 44 | 66 | 66% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Atlassian | 🌐 | Not disclosed | 63 Unproven | 61 | 36 | 66 | 66% | Zapier Agents n8n Make AI Agents Workato |
AI prospect research and enrichment platform | Clay | 🌐 | Not disclosed | 59 Unproven | 64 | 50 | 66 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
Conversational recruiting automation | Paradox | 🌐 | Not disclosed | 60 Unproven | 59 | 43 | 66 | 61% | ChatGPT Claude Gemini Microsoft Copilot |
B2B data and revenue AI | ZoomInfo | 🌐 | Not disclosed | 64 Unproven | 61 | 37 | 66 | 70% | ChatGPT Claude Gemini Microsoft Copilot |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Colossyan | 🌐 | Not disclosed | 66 Unproven | 58 | 58 | 66 | 83% | Midjourney ChatGPT Stable Diffusion Ideogram |
Multilingual lip-sync dubbing for video. | ESTsoft (이스트소프트) | 🇰🇷 | Not disclosed | 53 Unproven | 22 | 52 | 66 | 86% | ElevenLabs Papercup Deepdub HeyGen Voice |
Naver shopping membership and commerce surface | Naver (네이버) | 🇰🇷 | Not disclosed | 36 Local | 73 | 28 | 66 | 55% | coupang-search-ranking-ai Dynamic Yield Bloomreach Constructor |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | AdCreative.ai | 🌐 | Not disclosed | 81 Niche | 64 | 56 | 66 | 77% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Rebuy | 🌐 | Not disclosed | 54 Unproven | 64 | 58 | 66 | 74% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI across SMS and email marketing for retail | Attentive | 🌐 | Not disclosed | 71 Niche | 72 | 42 | 66 | 76% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Builder.io | 🌐 | Not disclosed | 87 Proven | 83 | 57 | 66 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Cybersecurity AI analyst and platform | CrowdStrike | 🌐 | Not disclosed | 77 Niche | 86 | 39 | 66 | 78% | Splunk AI PAN-OS AI Runtime Security Singularity Hyperautomation Darktrace |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Portkey | 🌐 | Not disclosed | 87 Proven | 83 | 59 | 66 | 79% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Windsurf | 🌐 | Not disclosed | 88 Proven | 80 | 43 | 66 | 78% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Zilliz | 🌐 | Not disclosed | 87 Proven | 84 | 51 | 66 | 81% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI for renewable-energy site selection and PPA structuring. | Energy X (에너지엑스) | 🇰🇷 | Not disclosed | 59 Korea strong | 77 | 52 | 66 | 70% | Aurora Solar Watershed Pachama Persefoni |
LLM safety and de-identification API. | TUNiB (튜닙) | 🇰🇷 | Not disclosed | 62 Korea strong | 62 | 62 | 66 | 88% | Lakera Guardrails Protect AI WhyLabs |
Korean lawyer marketplace and legal information portal | Law&Company (로앤컴퍼니) | 🇰🇷 | 1.3M monthly visitors (platform, not AI-specific) | 19 Local | 65 | 46 | 66 | 38% | LegalZoom Avvo Rocket Lawyer UpCounsel |
Big-data credit AI for alt-lending. | HonestAI (어니스트에이아이) | 🇰🇷 | Not disclosed | 10 Local | 76 | 54 | 66 | 82% | LendingClub Upstart AI Lending Platform Affirm PeopleFund CSS |
AI KYC / KYB / AML identity verification. | Argos Identity (아르고스아이덴티티) | 🇰🇷 | Not disclosed | 26 Local | 59 | 61 | 66 | 86% | Onfido Jumio Persona Inquiry Veriff |
Health-behavior AI agent recognized at CES 2026. | WELT (웰트) | 🇰🇷 | Not disclosed | 45 Unproven | 61 | 54 | 66 | 86% | Calm Health Headspace Health Big Health Akili |
AI disease-risk prediction from health-checkup data | Selvas AI (셀바스AI) | 🇰🇷 | Not disclosed | 60 Korea strong | 85 | 45 | 66 | 85% | Lydia AI Klarity Health AITRICS VC |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Brisk Teaching | 🌐 | Not disclosed | 66 Unproven | 48 | 60 | 66 | 81% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Khan Academy | 🌐 | Not disclosed | 67 Unproven | 42 | 57 | 66 | 86% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Mobileye | 🌐 | Not disclosed | 83 Niche | 98 | 39 | 66 | 78% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Zoox | 🌐 | Not disclosed | 85 Niche | 98 | 38 | 66 | 85% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Korean diffusion-transformer LLM. | Trillion Labs (트릴리언랩스) | 🇰🇷 | Not disclosed | 36 Unproven | 53 | 62 | 66 | 96% | Mistral Solar Llama Qwen (通义千问) |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Lindy | 🌐 | Not disclosed | 70 Niche | 72 | 61 | 66 | 91% | Vapi Retell AI Bland AI PolyAI Customer-Led Voice Automation |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Ada | 🌐 | Not disclosed | 70 Niche | 69 | 53 | 66 | 100% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Airtable | 🌐 | Not disclosed | 65 Unproven | 43 | 41 | 65 | 80% | Zapier Agents n8n Make AI Agents Workato |
Sales intelligence and outbound AI | Apollo | 🌐 | Not disclosed | 60 Unproven | 59 | 44 | 65 | 61% | Gong AI Outreach Clari Lavender Email Coach |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Atlassian | 🌐 | Not disclosed | 63 Unproven | 61 | 37 | 65 | 69% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | ClickUp | 🌐 | Not disclosed | 63 Unproven | 60 | 41 | 65 | 72% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Otter.ai | 🌐 | Not disclosed | 61 Unproven | 59 | 47 | 65 | 71% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Superhuman | 🌐 | Not disclosed | 60 Unproven | 59 | 46 | 65 | 66% | Zapier Agents n8n Make AI Agents Workato |
Hybrid human + AI translation platform. | Flitto (플리토) | 🇰🇷 | Not disclosed | 47 Unproven | 58 | 48 | 65 | 70% | DeepL Google Translate Papago Lilt |
AI webtoon production studio. | LionRocket (라이온로켓) | 🇰🇷 | Not disclosed | 53 Unproven | 58 | 59 | 65 | 86% | Cuttle Toonsquid Cascadeur Designovel |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Persado | 🌐 | Not disclosed | 68 Unproven | 71 | 46 | 65 | 68% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI video-review collection and merchandising. | Indent (인덴트) | 🇰🇷 | Korean D2C and beauty brands | 58 Korea strong | 83 | 57 | 65 | 70% | Yotpo Bazaarvoice Loox Stamped |
AI CRM for D2C merchants on Cafe24 / Naver SmartStore. | Datarize (데이터라이즈) | 🇰🇷 | Not disclosed | 22 Local | 70 | 57 | 65 | 80% | Klaviyo AI Braze AI Iterable MoEngage |
On-device personal AI with vector long-term memory. | Dnotitia (디노티시아) | 🇰🇷 | Not disclosed | 62 Korea strong | 73 | 59 | 65 | 88% | Apple Intelligence Microsoft Copilot+ PC Mem Reflect |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Rogo | 🌐 | Not disclosed | 41 Unproven | 82 | 56 | 65 | 77% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
AI loan-prediction and marketplace. | Finda (핀다) | 🇰🇷 | Not disclosed | 24 Local | 81 | 52 | 65 | 76% | Credit Karma NerdWallet Banksalad MyData AI Recommendations Toss AI Customer Support |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Chegg | 🌐 | Not disclosed | 67 Unproven | 62 | 43 | 65 | 79% | Khanmigo Duolingo Max Quizlet Q-Chat Brainly |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Duolingo | 🌐 | Not disclosed | 67 Unproven | 62 | 43 | 65 | 78% | Khanmigo Quizlet Q-Chat Chegg Mate Brainly |
Adaptive tutoring system for Chinese K-12 after-school learning | Squirrel AI | 🇨🇳 | Not disclosed | 56 Unproven | 60 | 53 | 65 | 85% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Aurora | 🌐 | Not disclosed | 85 Niche | 98 | 42 | 65 | 91% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Etched | 🌐 | Not disclosed | 83 Niche | 98 | 44 | 65 | 86% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Hanwha Robotics collaborative robot line. | Hanwha (한화) | 🇰🇷 | Not disclosed | 41 Unproven | 93 | 40 | 65 | 76% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Autonomous indoor delivery robot. | ROBOTIS (로보티즈) | 🇰🇷 | Not disclosed | 54 Unproven | 97 | 45 | 65 | 70% | Servi Plus (서비 플러스) Pudu Robotics Starship Nuro |
Baichuan Chinese foundation-model platform | Baichuan AI | 🇨🇳 | Not disclosed | 39 Unproven | 77 | 56 | 65 | 100% | GPT Claude Gemini Grok |
Baichuan model assistant surface | Baichuan AI | 🇨🇳 | Not disclosed | 39 Unproven | 67 | 56 | 65 | 99% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Gumloop | 🌐 | Not disclosed | 70 Niche | 72 | 62 | 65 | 93% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Relevance AI | 🌐 | Not disclosed | 70 Niche | 72 | 60 | 65 | 94% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Contract drafting and review AI for legal teams | Spellbook | 🌐 | Not disclosed | 60 Unproven | 29 | 53 | 64 | 67% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Airtable | 🌐 | Not disclosed | 64 Unproven | 60 | 39 | 64 | 76% | Zapier Agents n8n Make AI Agents Workato |
B2B go-to-market AI | Demandbase | 🌐 | Not disclosed | 62 Unproven | 59 | 44 | 64 | 70% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Figma | 🌐 | Not disclosed | 63 Unproven | 61 | 37 | 64 | 71% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Gamma | 🌐 | Not disclosed | 61 Unproven | 58 | 54 | 64 | 73% | Zapier Agents n8n Make AI Agents Workato |
Contract lifecycle AI | Ironclad | 🌐 | Not disclosed | 63 Unproven | 60 | 41 | 64 | 75% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Monday.com | 🌐 | Not disclosed | 64 Unproven | 61 | 38 | 64 | 75% | Zapier Agents n8n Make AI Agents Workato |
HR and talent experience AI | Phenom | 🌐 | Not disclosed | 61 Unproven | 59 | 44 | 64 | 68% | ChatGPT Claude Gemini Microsoft Copilot |
Outbound sales content and agent platform | Regie.ai | 🌐 | Not disclosed | 59 Unproven | 64 | 52 | 64 | 64% | Gong AI Apollo Outreach Clari |
Contract review and negotiation AI | Robin AI | 🌐 | Not disclosed | 60 Unproven | 42 | 48 | 64 | 68% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Zoho | 🌐 | Not disclosed | 60 Unproven | 58 | 50 | 64 | 68% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Zoho | 🌐 | Not disclosed | 59 Unproven | 58 | 49 | 64 | 62% | Zapier Agents n8n Make AI Agents Workato |
Conversational AI for NLU, speech, and personalization. | Skelter Labs (스켈터랩스) | 🇰🇷 | Not disclosed | 49 Unproven | 58 | 56 | 64 | 84% | Cognigy Voice Gateway Kore.ai Botpress Yellow.ai |
Korean enterprise work OS. | Swit Technologies (스윗테크놀로지스) | 🇰🇷 | Not disclosed | 44 Unproven | 52 | 49 | 64 | 56% | Slack AI Microsoft Teams Asana Intelligence ClickUp Brain |
AI video note-taking with transcript Q&A. | Bebridge (비브릿지) | 🇰🇷 | Not disclosed | 33 Unproven | 15 | 59 | 64 | 80% | Otter.ai Fireflies tldv Granola |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | D-ID | 🌐 | Not disclosed | 67 Unproven | 58 | 54 | 64 | 91% | Midjourney ChatGPT Stable Diffusion Ideogram |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Wonder Dynamics | 🌐 | Not disclosed | 68 Unproven | 58 | 60 | 64 | 94% | Midjourney ChatGPT Stable Diffusion Ideogram |
AI document scanner for mobile. | VoyagerX (보이저엑스) | 🇰🇷 | Not disclosed | 36 Unproven | 52 | 56 | 64 | 78% | Adobe Scan Microsoft Lens CamScanner Notebloc |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Omneky | 🌐 | Not disclosed | 67 Unproven | 64 | 53 | 64 | 67% | Dynamic Yield Bloomreach Constructor Algolia AI |
Decentralized GPU cloud for AI training and inference. | Common Computer (커먼컴퓨터) | 🇰🇷 | Not disclosed | 50 Unproven | 72 | 54 | 64 | 70% | RunPod Serverless Vast.ai CoreWeave Lambda Labs |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Toggle AI | 🌐 | Not disclosed | 55 Unproven | 82 | 55 | 64 | 74% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Zest AI | 🌐 | Not disclosed | 61 Unproven | 75 | 46 | 64 | 76% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
AI insurance coverage and claims automation. | Bomapp (보맵) | 🇰🇷 | Not disclosed | 7 Local | 65 | 51 | 64 | 70% | Lemonade Hippo Root Next Insurance |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Corti | 🌐 | Not disclosed | 72 Niche | 80 | 53 | 64 | 78% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Generate Biomedicines | 🌐 | Not disclosed | 73 Niche | 70 | 50 | 64 | 84% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Gleamer | 🌐 | Not disclosed | 72 Niche | 70 | 53 | 64 | 80% | insitro Recursion Atomwise BenevolentAI |
Financial education with market-data-powered AI guidance | Socra AI | 🇰🇷 | Not disclosed | 49 Unproven | 61 | 47 | 64 | 66% | Duolingo Max Investopedia Simulator Khan Academy Bloomberg Market Concepts |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | GreyOrange | 🌐 | Not disclosed | 83 Niche | 97 | 48 | 64 | 87% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Intrinsic | 🌐 | Not disclosed | 84 Niche | 98 | 36 | 64 | 78% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Mujin | 🌐 | Not disclosed | 83 Niche | 97 | 49 | 64 | 89% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Gumloop | 🌐 | Not disclosed | 68 Unproven | 72 | 60 | 64 | 86% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Make | 🌐 | Not disclosed | 71 Niche | 73 | 52 | 64 | 95% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Retool | 🌐 | Not disclosed | 70 Niche | 74 | 44 | 64 | 87% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Copy.ai | 🌐 | Not disclosed | 60 Unproven | 58 | 50 | 63 | 67% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Miro | 🌐 | Not disclosed | 63 Unproven | 60 | 38 | 63 | 72% | Zapier Agents n8n Make AI Agents Workato |
Sales engagement and conversation AI | Salesloft | 🌐 | Not disclosed | 60 Unproven | 58 | 47 | 63 | 67% | Gong AI Apollo Outreach Clari |
ML-powered programmatic advertising | Moloco | 🇰🇷 | Named global case studies | 89 Proven | 79 | 50 | 63 | 72% | the-trade-desk applovin unity-ads |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Omneky | 🌐 | Not disclosed | 68 Unproven | 64 | 54 | 63 | 75% | Dynamic Yield Bloomreach Constructor Algolia AI |
Typed agent and validation tooling | Pydantic | 🌐 | Not disclosed | 72 Niche | 83 | 55 | 63 | 70% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Bloomberg | 🌐 | Not disclosed | 43 Unproven | 72 | 38 | 63 | 77% | AlphaSense Hebbia Matrix Kensho Bridgewise |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Gleamer | 🌐 | Not disclosed | 73 Niche | 70 | 54 | 63 | 83% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Qure.ai | 🌐 | Not disclosed | 72 Niche | 70 | 51 | 63 | 82% | insitro Recursion Atomwise BenevolentAI |
EXAONE scientific discovery model effort | LG AI Research (LG AI연구원) | 🇰🇷 | Not disclosed | 30 Unproven | 85 | 39 | 63 | 96% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Gumloop | 🌐 | Not disclosed | 70 Niche | 72 | 62 | 63 | 96% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Retell AI | 🌐 | Not disclosed | 70 Niche | 72 | 60 | 63 | 96% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Contract intelligence and workflow AI | Evisort | 🌐 | Not disclosed | 60 Unproven | 58 | 46 | 62 | 68% | ChatGPT Claude Gemini Microsoft Copilot |
AI recruiting marketplace and interviewer | Mercor | 🌐 | Not disclosed | 60 Unproven | 64 | 40 | 62 | 62% | Eightfold Gloat Skills Foundation BetterUp Workday Skills Cloud |
AI recruiting marketplace and interviewer | Mercor | 🌐 | Not disclosed | 62 Unproven | 64 | 42 | 62 | 71% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Otter.ai | 🌐 | Not disclosed | 61 Unproven | 59 | 46 | 62 | 72% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Writer | 🌐 | Not disclosed | 60 Unproven | 59 | 44 | 62 | 67% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Zoho | 🌐 | Not disclosed | 61 Unproven | 58 | 52 | 62 | 77% | Zapier Agents n8n Make AI Agents Workato |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Kaiber | 🌐 | Not disclosed | 67 Unproven | 58 | 61 | 62 | 93% | Midjourney ChatGPT Stable Diffusion Ideogram |
BGM subscription powered by Pozalabs AI. | Pozalabs (포자랩스) | 🇰🇷 | Not disclosed | 35 Unproven | 52 | 54 | 62 | 76% | Epidemic Sound Artlist Mubert Suno |
AI-assisted 3D sketching. | Sketchsoft (스케치소프트) | 🇰🇷 | Not disclosed | 36 Unproven | 53 | 56 | 62 | 80% | Spline AI Vectary Tilt Brush Gravity Sketch |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Rebuy | 🌐 | Not disclosed | 51 Unproven | 70 | 54 | 62 | 62% | Dynamic Yield Bloomreach Constructor Algolia AI |
Structured outputs and extraction library | Instructor | 🌐 | Not disclosed | 84 Niche | 83 | 56 | 62 | 72% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Observability assistant and analytics AI | New Relic | 🌐 | Not disclosed | 73 Niche | 83 | 47 | 62 | 72% | Superhuman Ask AI Shortwave Lavender Email Coach Spike |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | OpenHands | 🌐 | Not disclosed | 85 Niche | 83 | 57 | 62 | 75% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | OpenHands | 🌐 | Not disclosed | 86 Proven | 83 | 59 | 62 | 82% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
LLM observability and evaluation tooling | TruEra | 🌐 | Not disclosed | 75 Niche | 83 | 53 | 62 | 84% | LangSmith Langfuse Arize Helicone |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Glass Health | 🌐 | Not disclosed | 74 Niche | 70 | 61 | 62 | 92% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Qure.ai | 🌐 | Not disclosed | 73 Niche | 70 | 51 | 62 | 86% | insitro Recursion Atomwise BenevolentAI |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Carnegie Learning | 🌐 | Not disclosed | 64 Unproven | 60 | 50 | 62 | 75% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Elicit | 🌐 | Not disclosed | 66 Unproven | 42 | 56 | 62 | 84% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | SchoolAI | 🌐 | Not disclosed | 65 Unproven | 42 | 58 | 62 | 81% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Safe humanoid for human environments | 1X Technologies | 🌐 | Pilot deployments | 75 Niche | 91 | 55 | 62 | 76% | Figure Tesla Optimus Atlas Unitree Humanoid |
AMD's integrated NPU for consumer and commercial laptops, enabling Copilot+ PC and on-device AI features. | AMD | 🌐 | Consumer and commercial laptop buyers | 80 Niche | 98 | 39 | 62 | 83% | Qualcomm Snapdragon X Elite Intel Core Ultra Apple Neural Engine MediaTek Dimensity AI |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Zoox | 🌐 | Not disclosed | 84 Niche | 98 | 36 | 62 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Early-stage Korean general-purpose humanoid platform. | Holiday Robotics (홀리데이로보틱스) | 🇰🇷 | Not disclosed | 55 Korea strong | 91 | 59 | 62 | 88% | Figure 1X NEO ALLEX Unitree Humanoid |
EXAONE scientific and pathology-oriented model effort | LG AI Research (LG AI연구원) | 🇰🇷 | Not disclosed | 30 Unproven | 78 | 39 | 62 | 96% | GPT Claude Gemini Grok |
Korean BERT-class deep NLP model. | TwoBlock AI (투블럭에이아이) | 🇰🇷 | Not disclosed | 43 Unproven | 67 | 59 | 62 | 95% | KoBERT KLUE-BERT Solar Kanana (카나나) |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Stack AI | 🌐 | Not disclosed | 70 Niche | 72 | 61 | 62 | 97% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Figma | 🌐 | Not disclosed | 64 Unproven | 61 | 36 | 61 | 75% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Grammarly | 🌐 | Not disclosed | 63 Unproven | 60 | 38 | 61 | 77% | Zapier Agents n8n Make AI Agents Workato |
AI email coaching for sales teams | Lavender | 🌐 | Not disclosed | 60 Unproven | 58 | 52 | 61 | 69% | ChatGPT Claude Gemini Microsoft Copilot |
AI email coaching for sales teams | Lavender | 🌐 | Not disclosed | 58 Unproven | 58 | 50 | 61 | 60% | ChatGPT Claude Gemini Microsoft Copilot |
Outbound sales content and agent platform | Regie.ai | 🌐 | Not disclosed | 60 Unproven | 64 | 52 | 61 | 69% | Gong AI Apollo Outreach Clari |
B2B data and revenue AI | ZoomInfo | 🌐 | Not disclosed | 61 Unproven | 66 | 32 | 61 | 59% | ChatGPT Claude Gemini Microsoft Copilot |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Instacart | 🌐 | Not disclosed | 55 Unproven | 67 | 36 | 61 | 73% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Stitch Fix | 🌐 | Not disclosed | 68 Unproven | 65 | 38 | 61 | 67% | Dynamic Yield Bloomreach Constructor Algolia AI |
Typed agent and validation tooling | Pydantic | 🌐 | Not disclosed | 73 Niche | 83 | 55 | 61 | 75% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Zilliz | 🌐 | Not disclosed | 85 Niche | 83 | 47 | 61 | 77% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Korean financial data terminal with document and company intelligence | DeepSearch (딥서치) | 🇰🇷 | Not disclosed | 22 Local | 77 | 50 | 61 | 70% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Hebbia | 🌐 | Not disclosed | 41 Unproven | 67 | 55 | 61 | 80% | AlphaSense Kensho BloombergGPT Bridgewise |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Noom | 🌐 | Not disclosed | 74 Niche | 71 | 47 | 61 | 88% | insitro Recursion Atomwise BenevolentAI |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Brisk Teaching | 🌐 | Not disclosed | 64 Unproven | 66 | 57 | 61 | 77% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Gradescope | 🌐 | Not disclosed | 64 Unproven | 60 | 56 | 61 | 78% | Brisk Teaching MagicSchool Diffit Curipod |
AMD's open-source GPU computing platform — the software layer enabling AI and HPC workloads on Instinct accelerators. | AMD | 🌐 | AI researchers and enterprise GPU users | 86 Proven | 98 | 38 | 61 | 77% | CUDA Intel oneAPI OpenCL Apple Metal |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Intrinsic | 🌐 | Not disclosed | 84 Niche | 98 | 35 | 61 | 83% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Mobileye | 🌐 | Not disclosed | 82 Niche | 98 | 36 | 61 | 76% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Mujin | 🌐 | Not disclosed | 81 Niche | 97 | 46 | 61 | 81% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
EXAONE ecosystem/product-family entry with limited external adoption evidence | LG AI Research (LG AI연구원) | 🇰🇷 | Not disclosed | 45 Unproven | 85 | 38 | 61 | 96% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Wordware | 🌐 | Not disclosed | 69 Unproven | 72 | 60 | 61 | 93% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Recruiting operations AI | Ashby | 🌐 | Not disclosed | 58 Unproven | 58 | 47 | 60 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Box | 🌐 | Not disclosed | 58 Unproven | 58 | 45 | 60 | 63% | Zapier Agents n8n Make AI Agents Workato |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Read AI | 🌐 | Not disclosed | 60 Unproven | 58 | 53 | 60 | 73% | Zapier Agents n8n Make AI Agents Workato |
Talent search and workforce AI | SeekOut | 🌐 | Not disclosed | 59 Unproven | 59 | 40 | 60 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Zoho | 🌐 | Not disclosed | 60 Unproven | 58 | 50 | 60 | 73% | Zapier Agents n8n Make AI Agents Workato |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Kaiber | 🌐 | Not disclosed | 66 Unproven | 58 | 60 | 60 | 91% | Midjourney ChatGPT Stable Diffusion Ideogram |
AI auto-tracking smartphone camera mount. | 3i Inc. (쓰리아이) | 🇰🇷 | Not disclosed | 34 Unproven | 58 | 52 | 60 | 70% | Insta360 Flow DJI Osmo Belkin Stand Pro Hohem iSteady |
Predictive analytics and anomaly detection over machine data | Splunk | 🌐 | Not disclosed | 74 Niche | 68 | 44 | 60 | 76% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
LLM observability and evaluation tooling | TruEra | 🌐 | Not disclosed | 74 Niche | 83 | 53 | 60 | 86% | LangSmith Langfuse Arize Helicone |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Stripe | 🌐 | Not disclosed | 57 Unproven | 82 | 36 | 60 | 76% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Upstart | 🌐 | Not disclosed | 41 Unproven | 76 | 37 | 60 | 71% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Tokenized real-estate platform with AI matching. | Kasa (카사) | 🇰🇷 | Not disclosed | 6 Local | 66 | 40 | 60 | 60% | Lofty AI Arrived HouseCanary Cherre |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Rad AI (스트라드비젼) | 🌐 | Not disclosed | 74 Niche | 71 | 46 | 60 | 86% | insitro Recursion Atomwise BenevolentAI |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Apptronik | 🌐 | Not disclosed | 81 Niche | 96 | 50 | 60 | 89% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Mobileye | 🌐 | Not disclosed | 83 Niche | 98 | 38 | 60 | 84% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Vapi | 🌐 | Not disclosed | 67 Unproven | 72 | 57 | 60 | 85% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Talent lifecycle AI | Beamery | 🌐 | Not disclosed | 60 Unproven | 58 | 45 | 59 | 71% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | DeepL | 🌐 | Not disclosed | 61 Unproven | 65 | 43 | 59 | 74% | Zapier Agents n8n Make AI Agents Workato |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Stability AI | 🌐 | Not disclosed | 65 Unproven | 58 | 52 | 59 | 83% | Midjourney ChatGPT Stable Diffusion Ideogram |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Persado | 🌐 | Not disclosed | 68 Unproven | 82 | 45 | 59 | 76% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Yuma AI | 🌐 | Not disclosed | 66 Unproven | 70 | 51 | 59 | 68% | Dynamic Yield Bloomreach Constructor Algolia AI |
Structured outputs and extraction library | Instructor | 🌐 | Not disclosed | 84 Niche | 83 | 55 | 59 | 75% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | StackBlitz | 🌐 | Not disclosed | 86 Proven | 83 | 57 | 59 | 87% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Fiscal.ai | 🌐 | Not disclosed | 39 Unproven | 77 | 56 | 59 | 76% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Hebbia | 🌐 | Not disclosed | 58 Unproven | 77 | 52 | 59 | 73% | AlphaSense Kensho BloombergGPT Bridgewise |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Exscientia | 🌐 | Not disclosed | 73 Niche | 71 | 42 | 59 | 83% | insitro Recursion Atomwise BenevolentAI |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Intel (컨피그인텔리전스) | 🌐 | Not disclosed | 80 Niche | 96 | 55 | 59 | 85% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Skild AI | 🌐 | Not disclosed | 81 Niche | 96 | 48 | 59 | 87% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Language model or enterprise AI writing product from AI21 Labs | AI21 Labs | 🌐 | Not disclosed | 86 Proven | 78 | 51 | 59 | 100% | GPT Claude Gemini Grok |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Oracle | 🌐 | Not disclosed | 70 Niche | 75 | 35 | 59 | 82% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Relevance AI | 🌐 | Not disclosed | 69 Unproven | 72 | 57 | 59 | 94% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Vapi | 🌐 | Not disclosed | 67 Unproven | 72 | 57 | 59 | 87% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
B2B go-to-market AI | Demandbase | 🌐 | Not disclosed | 60 Unproven | 59 | 40 | 58 | 66% | ChatGPT Claude Gemini Microsoft Copilot |
Talent intelligence AI | Eightfold AI | 🌐 | Not disclosed | 60 Unproven | 59 | 35 | 58 | 63% | Gloat Skills Foundation BetterUp Workday Skills Cloud Visier |
Hiring and interview AI | HireVue | 🌐 | Not disclosed | 60 Unproven | 58 | 50 | 58 | 72% | ChatGPT Claude Gemini Microsoft Copilot |
Contract review AI for in-house legal teams | LegalOn | 🌐 | Not disclosed | 60 Unproven | 55 | 40 | 58 | 66% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
Sales execution AI | Outreach | 🌐 | Not disclosed | 59 Unproven | 59 | 35 | 58 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
Conversation analytics for LLM product teams | Coxwave (콕스웨이브) | 🇰🇷 | Not disclosed | 44 Unproven | 52 | 51 | 58 | 63% | ChatGPT Claude Gemini Microsoft Copilot |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Stitch Fix | 🌐 | Not disclosed | 68 Unproven | 77 | 38 | 58 | 71% | Dynamic Yield Bloomreach Constructor Algolia AI |
AI engineering product for building, shipping, monitoring, or securing software and model-powered applications. | Builder.io | 🌐 | Not disclosed | 86 Proven | 83 | 54 | 58 | 84% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Data observability with AI incident workflows | Monte Carlo | 🌐 | Not disclosed | 71 Niche | 83 | 44 | 58 | 69% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
AI-driven network detection and response | Vectra AI | 🌐 | Not disclosed | 74 Niche | 86 | 38 | 58 | 75% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Numerai | 🌐 | Not disclosed | 38 Unproven | 69 | 51 | 58 | 68% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Cradle | 🌐 | Not disclosed | 72 Niche | 70 | 52 | 58 | 84% | insitro Recursion Atomwise BenevolentAI |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | Cradle | 🌐 | Not disclosed | 72 Niche | 70 | 52 | 58 | 86% | insitro Recursion Atomwise BenevolentAI |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Turnitin | 🌐 | Not disclosed | 63 Unproven | 60 | 48 | 58 | 76% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Retool | 🌐 | Not disclosed | 70 Niche | 73 | 43 | 58 | 94% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
AI prospect research and enrichment platform | Clay | 🌐 | Not disclosed | 58 Unproven | 64 | 46 | 57 | 64% | ChatGPT Claude Gemini Microsoft Copilot |
AI interview notes and recruiting intelligence | Metaview | 🌐 | Not disclosed | 62 Unproven | 61 | 28 | 57 | 64% | ChatGPT Claude Gemini Microsoft Copilot |
Observability assistant and analytics AI | New Relic | 🌐 | Not disclosed | 71 Niche | 83 | 43 | 57 | 68% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
ML-driven drug discovery | Insitro | 🌐 | Pharma partners | 74 Niche | 68 | 49 | 57 | 71% | Recursion Tempus Exscientia AI Design |
Physical AI, robotics, chip, or autonomous-system product where model capability is coupled to hardware, sensors, or operational environments. | Aurora | 🌐 | Not disclosed | 82 Niche | 98 | 36 | 57 | 81% | Hopper GPU H100/H200 Blackwell GPU B200/B300 Instinct GPU MI300X/MI350 Cloud TPU v5e/v5p |
Recruiting operations AI | Ashby | 🌐 | Not disclosed | 57 Unproven | 57 | 45 | 56 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
Revenue operations AI | Clari | 🌐 | Not disclosed | 59 Unproven | 59 | 40 | 56 | 66% | ChatGPT Claude Gemini Microsoft Copilot |
B2B go-to-market AI | Demandbase | 🌐 | Not disclosed | 59 Unproven | 59 | 39 | 56 | 65% | ChatGPT Claude Gemini Microsoft Copilot |
Applicant-tracking AI features | Greenhouse | 🌐 | Not disclosed | 58 Unproven | 59 | 38 | 56 | 60% | ChatGPT Claude Gemini Microsoft Copilot |
Hiring and interview AI | HireVue | 🌐 | Not disclosed | 57 Unproven | 57 | 46 | 56 | 61% | Eightfold Gloat Skills Foundation BetterUp Workday Skills Cloud |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | AdCreative.ai | 🌐 | Not disclosed | 50 Unproven | 63 | 50 | 56 | 68% | Dynamic Yield Bloomreach Constructor Algolia AI |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Instacart | 🌐 | Not disclosed | 54 Unproven | 66 | 34 | 56 | 75% | Dynamic Yield Bloomreach Constructor Algolia AI |
Structured outputs and extraction library | Instructor | 🌐 | Not disclosed | 83 Niche | 82 | 54 | 56 | 73% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Typed agent and validation tooling | Pydantic | 🌐 | Not disclosed | 72 Niche | 82 | 53 | 56 | 77% | AWS Bedrock Vertex AI Azure AI Foundry Databricks |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Stripe | 🌐 | Not disclosed | 43 Unproven | 66 | 36 | 56 | 82% | OpenAI Instant Checkout PayPal Agent Toolkit Visa Intelligent Commerce Shopify Catalog |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Turnitin | 🌐 | Not disclosed | 64 Unproven | 41 | 49 | 56 | 83% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
AMD's adaptive SoC/FPGA platform for edge AI inference in industrial, automotive, and aerospace deployments. | AMD | 🌐 | Industrial and embedded AI developers | 88 Proven | 98 | 41 | 56 | 90% | NVIDIA Jetson Orin NVIDIA Jetson Thor Intel Agilex Hailo-8 Mobileye EyeQ |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Bland AI | 🌐 | Not disclosed | 66 Unproven | 67 | 56 | 56 | 95% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Oracle | 🌐 | Not disclosed | 67 Unproven | 61 | 34 | 56 | 82% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Sales intelligence and outbound AI | Apollo | 🌐 | Not disclosed | 59 Unproven | 58 | 41 | 55 | 67% | Gong AI Outreach Clari Lavender Email Coach |
Revenue operations AI | Clari | 🌐 | Not disclosed | 59 Unproven | 65 | 39 | 55 | 67% | ChatGPT Claude Gemini Microsoft Copilot |
Talent search and workforce AI | SeekOut | 🌐 | Not disclosed | 59 Unproven | 59 | 40 | 55 | 68% | ChatGPT Claude Gemini Microsoft Copilot |
Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows. | Stability AI | 🌐 | Not disclosed | 65 Unproven | 57 | 51 | 55 | 87% | Midjourney ChatGPT Stable Diffusion Ideogram |
Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations. | Instacart | 🌐 | Not disclosed | 74 Niche | 72 | 35 | 55 | 79% | Dynamic Yield Bloomreach Constructor Algolia AI |
LLM observability and evaluation tooling | TruEra | 🌐 | Not disclosed | 72 Niche | 82 | 49 | 55 | 80% | LangSmith Langfuse Arize Helicone |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | DeepScribe | 🌐 | Not disclosed | 73 Niche | 69 | 53 | 55 | 93% | insitro Recursion Atomwise BenevolentAI |
Education AI product for tutoring, assessment, lesson creation, learner support, or research acceleration. | Diffit | 🌐 | Not disclosed | 62 Unproven | 59 | 54 | 55 | 75% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Make | 🌐 | Not disclosed | 68 Unproven | 54 | 48 | 55 | 94% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Revenue operations AI | Clari | 🌐 | Not disclosed | 59 Unproven | 58 | 39 | 54 | 67% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | ClickUp | 🌐 | Not disclosed | 61 Unproven | 59 | 37 | 54 | 75% | Zapier Agents n8n Make AI Agents Workato |
ByteDance workplace productivity AI | Feishu | 🇨🇳 | Not disclosed | 48 Unproven | 57 | 45 | 54 | 66% | ChatGPT Claude Gemini Microsoft Copilot |
AI interview notes and recruiting intelligence | Metaview | 🌐 | Not disclosed | 61 Unproven | 61 | 27 | 54 | 66% | ChatGPT Claude Gemini Microsoft Copilot |
Sales execution AI | Outreach | 🌐 | Not disclosed | 60 Unproven | 59 | 35 | 54 | 69% | ChatGPT Claude Gemini Microsoft Copilot |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | FinChat | 🌐 | Not disclosed | 54 Unproven | 68 | 54 | 54 | 77% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Fiscal.ai | 🌐 | Not disclosed | 38 Unproven | 76 | 53 | 54 | 76% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Mastercard | 🌐 | Not disclosed | 41 Unproven | 82 | 30 | 54 | 70% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Healthcare AI product serving diagnostics, clinical operations, drug discovery, documentation, or patient engagement. | DeepScribe | 🌐 | Not disclosed | 70 Niche | 79 | 49 | 54 | 79% | insitro Recursion Atomwise BenevolentAI |
Agent platform for orchestrating model-driven work across tools, data sources, and enterprise workflows. | Retell AI | 🌐 | Not disclosed | 67 Unproven | 71 | 54 | 54 | 89% | Cognigy Voice Gateway Botpress Kore.ai Yellow.ai |
Sales intelligence and outbound AI | Apollo | 🌐 | Not disclosed | 58 Unproven | 58 | 39 | 53 | 64% | Gong AI Outreach Clari Lavender Email Coach |
Talent intelligence AI | Eightfold AI | 🌐 | Not disclosed | 59 Unproven | 59 | 34 | 53 | 65% | Gloat Skills Foundation BetterUp Workday Skills Cloud Visier |
Personal-injury legal AI platform | EvenUp | 🌐 | Not disclosed | 56 Unproven | 56 | 37 | 53 | 56% | Harvey CoCounsel Legal Research LexisNexis Thomson Reuters |
HR and talent experience AI | Phenom | 🌐 | Not disclosed | 58 Unproven | 63 | 37 | 53 | 63% | ChatGPT Claude Gemini Microsoft Copilot |
AI productivity product for enterprise knowledge work, combining workflow automation, summarization, drafting, and decision support. | Writer | 🌐 | Not disclosed | 59 Unproven | 58 | 41 | 53 | 73% | Zapier Agents n8n Make AI Agents Workato |
AI avatar video creation platform | DeepBrain AI (딥브레인AI) | 🇰🇷 | 100K+ | 63 Korea strong | 79 | 68 | 53 | 87% | Synthesia HeyGen D-ID Agents |
Financial AI product for research, risk, fraud, compliance, credit, trading, or wealth-management workflows. | Zest AI | 🌐 | Not disclosed | 40 Unproven | 69 | 42 | 53 | 80% | AlphaSense Hebbia Matrix Kensho BloombergGPT |
Ringle's post-lesson AI speech analysis feature. | Ringle | 🇰🇷 | Not disclosed | 33 Unproven | 48 | 48 | 53 | 77% | Khanmigo Duolingo Max Quizlet Q-Chat Chegg Mate |
Account-based revenue AI | 6sense | 🌐 | Not disclosed | 57 Unproven | 64 | 31 | 52 | 57% | ChatGPT Claude Gemini Microsoft Copilot |
Hiring and interview AI | HireVue | 🌐 | Not disclosed | 58 Unproven | 57 | 47 | 52 | 69% | ChatGPT Claude Gemini Microsoft Copilot |
Sales engagement and conversation AI | Salesloft | 🌐 | Not disclosed | 57 Unproven | 57 | 42 | 52 | 68% | Gong AI Apollo Outreach Clari |
Applicant-tracking AI features | Greenhouse | 🌐 | Not disclosed | 57 Unproven | 63 | 36 | 51 | 59% | ChatGPT Claude Gemini Microsoft Copilot |
Conversational recruiting automation | Paradox | 🌐 | Not disclosed | 56 Unproven | 63 | 34 | 51 | 54% | Eightfold Gloat Skills Foundation BetterUp Workday Skills Cloud |
Recruiting operations AI | Ashby | 🌐 | Not disclosed | 56 Unproven | 57 | 43 | 50 | 62% | ChatGPT Claude Gemini Microsoft Copilot |
AI email coaching for sales teams | Lavender | 🌐 | Not disclosed | 57 Unproven | 57 | 47 | 50 | 68% | ChatGPT Claude Gemini Microsoft Copilot |
Chinese social-commerce AI | Xiaohongshu | 🇨🇳 | Not disclosed | 52 Unproven | 79 | 40 | 50 | 57% | Dynamic Yield Bloomreach Constructor Algolia AI |