[
  {
    "id": "aimmo",
    "name": "AIMMO",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Private",
    "category": "Developer and AI Infrastructure",
    "description": "Korean AI data platform providing precision labeling, annotation workflow management, and model-in-the-loop quality assurance for vision, NLP, and autonomous driving datasets. AIMMO Enterprise handles enterprise annotation pipelines; GTaaS (Ground Truth as a Service) operationalizes large-scale labeling for Korean automotive OEMs and defense contractors.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://www.aimmo.co.kr",
    "products": [
      {
        "name": "AIMMO Data Labeling Platform",
        "description": "Precision labeling tool for computer vision (bounding box, segmentation, keypoint) and NLP (entity, relation, span) tasks, with inter-annotator agreement scoring and audit trails.",
        "link": "https://aimmo.co.kr"
      },
      {
        "name": "AIMMO",
        "description": "Autonomous-driving and vision data labelling",
        "link": "https://aimmo.co.kr"
      }
    ],
    "competitors": [],
    "stackLayer": "infrastructure",
    "whyItMatters": "Korean-language and Korean-context data moat: AIMMO's focus on Korean automotive and defense annotation gives it specialized training-data assets that global labeling platforms lack.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Developer and AI Infrastructure",
    "nativeName": "에이모"
  },
  {
    "id": "allganize",
    "name": "Allganize",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "$150M",
    "totalFunding": "$35M",
    "stage": "Series B",
    "category": "Enterprise AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "No-code AI agent builder for enterprises. 200+ clients including major Japanese and Korean corporations. Part of Korea's sovereign AI consortium.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean no-code enterprise AI agent platform",
    "description": "Enterprise LLM enabler platform 'Alli' — a no-code app/agent builder. Serves 200+ enterprise clients across US, Korea, and Japan.",
    "founder": {
      "name": "ChangSu Lee",
      "title": "CEO"
    },
    "website": "https://allganize.ai",
    "products": [
      {
        "name": "Alli",
        "description": "No-code AI agent builder",
        "link": "https://allganize.ai"
      },
      {
        "name": "Alli LLM App Market",
        "description": "Catalog of pre-built LLM apps (summarization, Q&A, document extraction, classification) deployable on enterprise data without coding, built on Allganize's enterprise LLM stack.",
        "link": "https://allganize.ai"
      },
      {
        "name": "Allganize Enterprise Search",
        "description": "AI-powered semantic search across internal documents, email, Confluence, and SharePoint using Korean-optimized embedding models trained on enterprise corpora.",
        "link": "https://allganize.ai"
      }
    ],
    "competitors": [
      "LangChain",
      "CrewAI",
      "Microsoft Power Automate"
    ],
    "nativeName": "올거나이즈"
  },
  {
    "id": "bhsn",
    "name": "BHSN",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2016,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 16B cumulative (Series B KRW 10B, Mar 2025, Altos-led)",
    "stage": "Series B",
    "category": "Enterprise Productivity AI",
    "description": "Korean legal AI startup operating under the allibee brand. The allibee Legal AI Platform consolidates AI contract review, document drafting, regulation Q&A, and legal workflow automation for Korean corporate legal teams. Name stands for 'Be Human, Solve Now.' Backed by Korean VC and legal-sector strategic investors.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://bhsn.ai",
    "products": [
      {
        "name": "allibee Legal AI Platform",
        "description": "BHSN's all-in-one legal AI business solution.",
        "link": "https://www.bhsn.ai/en/bhsn/legal-ai",
        "nativeName": "앨리비"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Enterprise legal AI with Korean regulatory depth: allibee's focus on Korean contract law and regulatory compliance gives it a home-market advantage over global tools not trained on Korean legal corpora.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Enterprise Productivity AI",
    "nativeName": "비에이치에스엔",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-03",
        "round": "Series B",
        "amount": "KRW 10B",
        "investors": [
          "Altos Ventures",
          "IBK",
          "Woori Financial Capital"
        ],
        "sourceUrl": "https://zdnet.co.kr/view/?no=20250327101431"
      }
    ]
  },
  {
    "id": "bone-ai",
    "name": "Bone AI",
    "location": "Seoul, Korea / Palo Alto, USA",
    "employees": "30+",
    "founded": 2025,
    "valuation": "Private",
    "marketCap": "Private",
    "totalFunding": "$12M",
    "valuationUpdated": "2025-11-18",
    "stage": "Seed",
    "category": "Physical AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korea has strong manufacturing and defense depth but had a thin defense startup pipeline; Bone is building physical AI autonomy software and hardware for air, ground, and marine missions with strong government traction.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Full-stack physical AI platform that combines autonomy models, robotics hardware, and manufacturing capabilities.",
    "description": "Based in Seoul and Palo Alto, Bone AI develops autonomous vehicles (UAV, UGV, and USV) for defense and public-sector contracts and has reported early B2G traction, including logistics, wildfire detection, and anti-drone missions.",
    "founder": {
      "name": "DK Lee",
      "title": "Founder & CEO"
    },
    "website": "https://www.bonerobotics.ai",
    "products": [
      {
        "name": "Autonomy Stack",
        "description": "End-to-end autonomy software, command/control, and mission planning for autonomous systems",
        "link": "https://www.bonerobotics.ai"
      },
      {
        "name": "Multi-Mission Vehicle Platform",
        "description": "UAV/UGV/USV platforms for defense and disaster-response operations",
        "link": "https://www.bonerobotics.ai"
      }
    ],
    "competitors": [
      "Anduril",
      "Helsing",
      "Skydio"
    ]
  },
  {
    "id": "classum",
    "name": "CLASSUM",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Private",
    "category": "Education AI",
    "description": "Korean edtech startup providing AI-assisted classroom communication for universities and corporate learning. AI TA routes and auto-answers student questions; Learning Analytics tracks engagement; Question Clustering surfaces recurring learner pain points. Used by 800+ Korean institutions including universities and enterprise L&D programs.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://classum.com",
    "products": [
      {
        "name": "CLASSUM Question Clustering",
        "description": "Unsupervised NLP clustering that groups semantically similar student questions to identify recurring knowledge gaps and create targeted FAQ content.",
        "link": "https://classum.com"
      },
      {
        "name": "CLASSUM",
        "description": "Classroom Q&A platform with AI clustering and teaching assistance",
        "link": "https://classum.com"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "AI TA distribution via education institutions: CLASSUM's university-first strategy gives it defensible institutional contracts in a market where switching cost is tied to LMS and faculty habit.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Education AI",
    "nativeName": "클라썸"
  },
  {
    "id": "colosseum",
    "name": "Colosseum",
    "location": "Seoul, Korea",
    "employees": "80+",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "$100M",
    "totalFunding": "$21M",
    "stage": "Series B",
    "category": "Logistics AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "AI-powered 4PL logistics platform. 2025 Pre-Unicorn. Expanding to US, Japan, Southeast Asia. Aiming for 30%+ international revenue.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean AI logistics and supply chain platform",
    "description": "AI-powered 4PL logistics platform (COLO AI) for order management, warehouse operations, and transportation optimization.",
    "founder": {
      "name": "Kim Tae-hyung",
      "title": "CEO"
    },
    "website": "https://colosseum.global",
    "products": [
      {
        "name": "COLO AI",
        "description": "AI logistics management",
        "link": "https://colosseum.global"
      }
    ],
    "competitors": [
      "Flexport",
      "Convoy",
      "FourKites"
    ]
  },
  {
    "id": "coreline-soft",
    "name": "Coreline Soft",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 1999,
    "valuation": "Public (KOSDAQ:384470)",
    "marketCap": "KRW 54.29B",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Healthcare AI",
    "description": "Korean medical imaging AI company focused on chest CT analysis. AVIEW product line covers lung cancer screening (LCS), coronary artery calcium scoring (CAC), COPD quantification, and lung texture classification. Multiple FDA 510(k) clearances. Deployed in Korean hospitals and actively expanding in the US and Europe. KOSDAQ-listed (041720).",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://corelinesoft.com",
    "products": [
      {
        "name": "AVIEW LCS",
        "description": "FDA 510(k)-cleared AI for low-dose chest CT lung cancer screening — detects and measures pulmonary nodules with risk stratification aligned to Lung-RADS guidelines.",
        "link": "https://corelinesoft.com"
      },
      {
        "name": "AVIEW CAC",
        "description": "AI for coronary artery calcium scoring from non-gated chest CT, quantifying cardiac risk without a dedicated cardiac scan.",
        "link": "https://corelinesoft.com"
      },
      {
        "name": "AVIEW COPD",
        "description": "AI quantification of COPD severity from chest CT — measures emphysema extent, air trapping, and airway wall thickness for pulmonary function correlation.",
        "link": "https://corelinesoft.com"
      },
      {
        "name": "AVIEW Lung Texture",
        "description": "AI classification of lung texture patterns (ground-glass, consolidation, reticulation, honeycombing) for interstitial lung disease and fibrosis assessment.",
        "link": "https://corelinesoft.com"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Regulatory moat in radiology: Cleared FDA pathways for multiple chest-CT indications give Coreline Soft defensible access to US hospital procurement, where regulatory clearance is the first filter.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Healthcare AI",
    "nativeName": "코어라인소프트",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "coupang",
    "name": "Coupang",
    "location": "Seoul, Korea",
    "employees": "70000+",
    "founded": 2010,
    "valuation": "Public (NYSE: CPNG)",
    "marketCap": "$32.65B",
    "valuationUpdated": "2026-06-18",
    "totalFunding": "Public",
    "stage": "Public",
    "category": "E-commerce",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's largest e-commerce platform using AI for logistics optimization. Proves Korean companies can deploy AI at massive scale for operational advantage.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "AI-powered logistics at Korean scale",
    "description": "Korea's largest e-commerce platform. Uses AI for Rocket Delivery logistics and personalized recommendations.",
    "founder": {
      "name": "Bom Kim",
      "title": "CEO"
    },
    "website": "https://coupang.com",
    "products": [
      {
        "name": "Coupang Search and Recommendations ML",
        "description": "Internal ML systems for search, ads, catalog, and recommendations",
        "link": "https://www.coupang.jobs/en/life-at-coupang/engineering-blog/accelerating-coupang-s-ai-journey-with-llms/"
      },
      {
        "name": "Coupang Demand Forecasting",
        "description": "Internal ML system for demand forecasting and inventory placement",
        "link": "https://www.aboutcoupang.com/coupang-ai-startup-investments/"
      }
    ],
    "competitors": [
      "Naver",
      "Amazon",
      "11st"
    ],
    "nativeName": "쿠팡",
    "sourceUrls": [
      "https://companiesmarketcap.com/coupang/marketcap/"
    ]
  },
  {
    "id": "coxwave",
    "name": "Coxwave",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": "Not disclosed",
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 12.5B cumulative (Pre-Series A KRW 7B, Jan 2026)",
    "stage": "Pre-Series A",
    "category": "Enterprise Productivity AI",
    "description": "Korean product analytics startup. Align AI tracks user behavior, surfaces adoption gaps, and auto-generates insights for B2B SaaS and consumer apps without requiring manual SQL queries. Integrates with product databases and session data to deliver AI-driven engagement recommendations.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://coxwave.com",
    "products": [
      {
        "name": "Coxwave Align AI",
        "description": "Korean AI-native product analytics",
        "link": "https://coxwave.com"
      },
      {
        "name": "Coxwave Align",
        "description": "Conversation analytics for LLM product teams",
        "link": "https://coxwave.com"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "AI-native product analytics alternative to Amplitude/Mixpanel: Coxwave's auto-insight approach reduces the analytics engineering burden for smaller Korean product teams who lack dedicated data scientists.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Enterprise Productivity AI",
    "nativeName": "콕스웨이브",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-01",
        "round": "Pre-Series A",
        "amount": "KRW 7B",
        "investors": [
          "L&S Venture Capital",
          "KB Investment",
          "Hyundai ZER01NE"
        ],
        "sourceUrl": "https://wowtale.net/2026/01/14/253236/"
      }
    ]
  },
  {
    "id": "crowdworks",
    "name": "Crowdworks",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Private",
    "category": "Developer and AI Infrastructure",
    "description": "Korean AI data platform combining crowdsourced annotation with enterprise data pipelines. Produces Korean-language NLP, vision, and speech training datasets for major domestic AI labs and government AI projects. LLM Data product specializes in instruction-tuning data and RLHF annotation corpora. In December 2025 founder Park Min-woo agreed to sell his controlling stake and management rights to XRP No.1 Partnership.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://www.crowdworks.ai",
    "products": [
      {
        "name": "Crowdworks Data Labeling",
        "description": "Managed annotation service leveraging a vetted Korean annotator workforce for image classification, object detection, transcription, and text categorization tasks.",
        "link": "https://crowdworks.kr"
      },
      {
        "name": "Crowdworks",
        "description": "Korea's largest crowdsourced AI training-data platform",
        "link": "https://crowdworks.kr"
      }
    ],
    "competitors": [],
    "stackLayer": "infrastructure",
    "whyItMatters": "Korean-language RLHF data supply chain: As Korean AI labs scale LLM fine-tuning, Crowdworks' specialized Korean-language annotation workforce becomes a critical supply-chain bottleneck that competitors cannot replicate quickly.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Developer and AI Infrastructure",
    "nativeName": "크라우드웍스"
  },
  {
    "id": "datumo",
    "name": "Datumo",
    "location": "Seoul, Korea",
    "employees": "150+",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "$80M",
    "totalFunding": "KRW 37.9B cumulative (Series B KRW 20.5B, Aug 2025, incl. Salesforce)",
    "stage": "Series B",
    "category": "AI Governance",
    "stackLayer": "infrastructure",
    "whyItMatters": "Korea's answer to Scale AI and Arize. As AI regulation grows globally, Korean enterprises need domestic AI governance tools — not US ones.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean AI model evaluation and governance platform",
    "description": "Seoul-based AI validation platform raising $15.5M in 2025 (total ~$28M) to help enterprises test, monitor and improve model behavior without deep engineering. Formerly SelectStar; the company unified on the global brand Datumo in March 2025 and targets a 2026 KOSDAQ tech-special listing.",
    "founder": {
      "name": "David Kim",
      "title": "CEO"
    },
    "website": "https://datumo.com",
    "products": [
      {
        "name": "Datumo AI QA",
        "description": "Model evaluation and monitoring tooling",
        "link": "https://datumo.com"
      },
      {
        "name": "Datumo Evaluation Platform",
        "description": "Quality scoring and validation toolset for AI training datasets, including consistency checks, completeness measurement, and annotation disagreement analysis.",
        "link": "https://datumo.com"
      },
      {
        "name": "Datumo",
        "description": "Training-data production and LLM evaluation for Korean AI builders",
        "link": "https://datumo.com"
      }
    ],
    "competitors": [
      "Scale AI",
      "Arize",
      "Arthur AI"
    ],
    "nativeName": "셀렉트스타",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-08",
        "round": "Series B",
        "amount": "KRW 20.5B",
        "investors": [
          "KB Investment",
          "Shinhan Venture Investment",
          "SBI Investment",
          "Salesforce"
        ],
        "sourceUrl": "https://zdnet.co.kr/view/?no=20250812094507"
      }
    ]
  },
  {
    "id": "deepbrain-ai",
    "name": "DeepBrain AI",
    "location": "Seoul, Korea",
    "employees": "150+",
    "founded": 2016,
    "valuation": "Series C",
    "marketCap": "$300M",
    "totalFunding": "$70M+",
    "stage": "Series C",
    "category": "Synthetic Media",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Leading Korean synthetic media company. AI avatar technology for enterprise — competing directly with global players like Synthesia and HeyGen.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI avatar and synthetic video platform",
    "description": "AI avatar and video synthesis. Enterprise AI avatars for customer service.",
    "founder": {
      "name": "Eric Jang",
      "title": "CEO"
    },
    "website": "https://deepbrain.io",
    "products": [
      {
        "name": "AI Studios",
        "description": "AI avatar video creation",
        "link": "https://deepbrain.io"
      },
      {
        "name": "DeepBrain AI Kiosk",
        "description": "Creative AI product for generating, editing, or operating image, video, audio, design, and entertainment workflows.",
        "link": "https://deepbrain.io"
      },
      {
        "name": "DeepBrain AI",
        "description": "Synthetic AI humans for kiosks, video and virtual presenters",
        "link": "https://deepbrain.io"
      }
    ],
    "competitors": [
      "Synthesia",
      "HeyGen",
      "D-ID"
    ],
    "nativeName": "딥브레인AI"
  },
  {
    "id": "deepsearch",
    "name": "DeepSearch",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": "Not disclosed",
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Private",
    "category": "Financial AI",
    "description": "Korean capital-market intelligence AI. DeepSearch Terminal aggregates Korean financial filings, earnings calls, analyst reports, and alternative data into AI-assisted search and company profiling. Targets Korean buy-side analysts, IR teams, and retail investors who need structured insight from unstructured Korean-language financial documents.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://deepsearch.com",
    "products": [
      {
        "name": "DeepSearch Terminal",
        "description": "AI-powered financial research terminal aggregating Korean regulatory filings (DART), earnings transcripts, news, and broker notes into a searchable, structured intelligence feed.",
        "link": "https://deepsearch.com"
      },
      {
        "name": "DeepSearch",
        "description": "Korean financial data terminal with document and company intelligence",
        "link": "https://deepsearch.com"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean-language financial intelligence gap: Korean market data is primarily published in Korean and processed differently from Bloomberg/FactSet workflows, giving DeepSearch a defensible local-language moat.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Financial AI",
    "nativeName": "딥서치"
  },
  {
    "id": "deepx",
    "name": "DEEPX",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$103M+ (incl. $80.5M Series C, May 2024)",
    "stage": "Late",
    "category": "AI Hardware",
    "description": "Korean fabless AI semiconductor startup designing neural processing units for on-device AI inference. DX-M1 and DX-M2 chips target edge and embedded applications; DX-H1 targets higher-throughput industrial inference. DEEPX remains private and said it will decide its listing timetable after demonstrating commercial growth rather than treating a near-term IPO as scheduled.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://deepx.ai",
    "products": [
      {
        "name": "DX-M1",
        "description": "Neural processing unit for on-device AI inference in mobile and IoT devices — supports INT8 and INT4 quantization for computer vision and wake-word detection at sub-1W power.",
        "link": "https://deepx.ai"
      },
      {
        "name": "DX-H1",
        "description": "High-performance neural processing unit for industrial robots, autonomous vehicles, and server-edge workloads requiring dense FP16/INT8 inference with low latency.",
        "link": "https://deepx.ai"
      },
      {
        "name": "DEEPX DX-M",
        "description": "DEEPX DX-M on-device AI inference NPU series",
        "link": "https://deepx.ai/products/dx-m1/"
      }
    ],
    "competitors": [],
    "stackLayer": "hardware-chips",
    "whyItMatters": "Edge NPU in a government-backed semiconductor push: Korea's strategic push to develop domestic AI chips gives DEEPX privileged access to procurement and certification pipelines closed to foreign competitors.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "AI Hardware",
    "valuationUpdated": "2026-09-02",
    "sourceUrls": [
      "https://deepx.ai",
      "https://en.etnews.com/20260729200006"
    ],
    "fundingRounds": [
      {
        "date": "2024-05",
        "round": "Series C",
        "amount": "$80.5M",
        "investors": [
          "SkyLake Equity Partners"
        ],
        "sourceUrl": "https://tracxn.com/d/companies/deepx/__hb0RRMtU1kLFbWQnC0EPp-jJDh-9_o5fyee_hxvE9WA"
      }
    ]
  },
  {
    "id": "samsung",
    "name": "Samsung Electronics",
    "nativeName": "삼성전자",
    "location": "Suwon, Korea",
    "employees": "120,000+",
    "founded": 1969,
    "valuation": "Public (KOSPI: 005930)",
    "marketCap": "$1.29T",
    "totalFunding": "Public",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "AI Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "One of only two companies on Earth that can supply high-bandwidth memory (HBM) at scale. Every NVIDIA-class AI accelerator depends on HBM from Samsung or SK Hynix — the clearest example of Korea owning a chokepoint in the global AI hardware supply chain. Its advanced logic foundry also fabricates AI silicon for fabless customers.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "HBM memory and advanced foundry for the global AI hardware supply chain",
    "description": "World's largest memory chipmaker and a foundation of the AI hardware stack. Samsung is one of two dominant suppliers of high-bandwidth memory (HBM) — the stacked DRAM every AI accelerator depends on — and runs an advanced logic foundry building AI silicon on gate-all-around nodes. Its memory and foundry businesses, not its consumer devices, anchor Korea's Layer 1 position.",
    "founder": {
      "name": "Lee Byung-chul",
      "title": "Founder"
    },
    "website": "https://semiconductor.samsung.com",
    "products": [
      {
        "name": "HBM3E",
        "description": "High-bandwidth memory for AI accelerators — stacked DRAM that feeds data to GPUs and NPUs across AI training and inference clusters.",
        "link": "https://semiconductor.samsung.com/dram/hbm/"
      },
      {
        "name": "HBM4",
        "description": "Next-generation high-bandwidth memory for AI data centers, raising per-stack bandwidth and capacity for frontier-model training and inference.",
        "link": "https://semiconductor.samsung.com/dram/hbm/"
      },
      {
        "name": "Samsung Foundry (2nm GAA)",
        "description": "Advanced logic foundry manufacturing AI accelerators and SoCs on gate-all-around process nodes for fabless AI-chip customers.",
        "link": "https://semiconductor.samsung.com/foundry/"
      }
    ],
    "competitors": [
      "SK Hynix",
      "Micron",
      "TSMC",
      "NVIDIA"
    ],
    "sourceUrls": [
      "https://semiconductor.samsung.com/dram/hbm/",
      "https://companiesmarketcap.com/samsung/marketcap/"
    ]
  },
  {
    "id": "sk-hynix",
    "name": "SK Hynix",
    "nativeName": "SK하이닉스",
    "location": "Icheon, Korea",
    "employees": "30,000+",
    "founded": 1983,
    "valuation": "Public (KOSPI: 000660)",
    "marketCap": "$1.18T",
    "totalFunding": "Public",
    "valuationUpdated": "2026-06-18",
    "stage": "Public",
    "category": "AI Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "The HBM market leader and primary memory supplier for NVIDIA's AI accelerators. SK Hynix's lead in high-bandwidth memory has made it one of the biggest beneficiaries of the AI hardware boom and a strategic chokepoint in the global AI supply chain.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "High-bandwidth memory for the global AI hardware supply chain",
    "description": "Korean memory chipmaker and the leading supplier of high-bandwidth memory (HBM) for AI accelerators. SK Hynix was first to volume-ship HBM3E to NVIDIA-class GPUs and is extending the lead with HBM4, while its Accelerator-in-Memory (AiM) processing-in-memory line moves compute into the memory itself for AI inference.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://www.skhynix.com",
    "products": [
      {
        "name": "HBM3E",
        "description": "High-bandwidth memory that feeds AI accelerators — SK Hynix is the leading HBM supplier to NVIDIA-class GPU platforms.",
        "link": "https://www.skhynix.com/products/dram"
      },
      {
        "name": "HBM4",
        "description": "Next-generation high-bandwidth memory extending SK Hynix's HBM lead for frontier AI training and inference.",
        "link": "https://www.skhynix.com/products/dram"
      },
      {
        "name": "AiM (Accelerator-in-Memory)",
        "description": "Processing-in-memory line (GDDR6-AiM) that moves compute into the memory device to accelerate AI inference and reduce data movement.",
        "link": "https://www.skhynix.com/products/dram"
      }
    ],
    "competitors": [
      "Samsung Electronics",
      "Micron",
      "NVIDIA"
    ],
    "sourceUrls": [
      "https://www.skhynix.com/products/dram",
      "https://companiesmarketcap.com/sk-hynix/marketcap/"
    ]
  },
  {
    "id": "doosan-robotics",
    "name": "Doosan Robotics",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2015,
    "valuation": "Public (KRX:454910)",
    "marketCap": "KRW 5.48T",
    "totalFunding": "IPO 2023",
    "stage": "Public",
    "category": "Physical AI",
    "description": "Doosan Group subsidiary and Korea's largest collaborative robot (cobot) manufacturer. Dart-Suite software enables no-code robot programming for manufacturing lines. IPO'd on KOSPI in October 2023 (454910). Deployed in food & beverage, automotive, electronics, and logistics.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://doosanrobotics.com",
    "products": [
      {
        "name": "Doosan Robot Lab AI",
        "description": "Korean collaborative robotics AI",
        "link": "https://doosanrobotics.com"
      },
      {
        "name": "Doosan Robotics AI",
        "description": "AI software and programming stack for Doosan collaborative robots",
        "link": "https://doosanrobotics.com"
      }
    ],
    "competitors": [],
    "stackLayer": "hardware-chips",
    "whyItMatters": "Cobot software play inside an industrial conglomerate: Doosan Robotics' Dart-Suite platform monetizes software layered on hardware, giving it a margin profile closer to software companies than hardware OEMs.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Physical AI",
    "nativeName": "두산로보틱스",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "elice",
    "name": "Elice",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "~KRW 1T (reported, Apr 2026 strategic round)",
    "totalFunding": "KRW 20B strategic (Dongkuk Holdings, GS Ventures, Apr 2026)",
    "stage": "Late",
    "category": "Education AI",
    "description": "Korean coding education platform for enterprise upskilling and university curriculum. Elice LXP delivers AI-personalized learning paths; Elice AI Tutor provides in-browser code feedback; Elice Cloud AI offers browser-based Python and ML workspaces. Used by 300+ organizations for developer reskilling and bootcamp programs. Filed a KOSDAQ preliminary listing application on May 19, 2026 (Mirae Asset underwriting); 2025 revenue KRW 39.5B with KRW 5.2B operating profit.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://elice.io",
    "products": [
      {
        "name": "Elice AI Tutor",
        "description": "In-browser AI tutor that provides real-time code hints, explains errors, and adapts practice problem difficulty based on learner performance history.",
        "link": "https://elice.io"
      },
      {
        "name": "Elice",
        "description": "AI-assisted coding education and cloud learning platform",
        "link": "https://elice.io"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Enterprise developer reskilling at Korean government scale: Elice's institutional contracts with Korean universities and government retraining programs give it recurring revenue from workforce-transition mandates.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Education AI",
    "nativeName": "엘리스",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-04",
        "round": "Strategic",
        "amount": "KRW 20B",
        "valuation": "~KRW 1T (reported)",
        "investors": [
          "Dongkuk Holdings",
          "GS Ventures"
        ],
        "sourceUrl": "https://elice.io/ko/resources/newsroom/elice-strategic-investment"
      }
    ]
  },
  {
    "id": "enhans",
    "name": "Enhans",
    "location": "Seoul, Korea",
    "employees": "40+",
    "founded": 2021,
    "valuation": "Private",
    "marketCap": "$50M",
    "totalFunding": "KRW 17B Series B (Jan 2025) + Naver Ventures strategic (Apr 2026)",
    "stage": "Series B",
    "category": "Commerce AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Building agentic AI OS for commerce. Only Korean startup selected for Palantir's global Startup Fellowship. ACT-2 model ranks alongside Google and Anthropic on web agent benchmarks.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean agentic AI platform for commerce",
    "description": "Builds CommerceOS — vertical AI agents for commerce connecting pricing, promotions, inventory, and customer service. Won Prime Minister's Award at 2025 Venture Startup Awards.",
    "founder": {
      "name": "Park Ki-young",
      "title": "CEO"
    },
    "website": "https://enhans.ai",
    "products": [
      {
        "name": "ACT-2",
        "description": "Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.",
        "link": "https://enhans.ai"
      },
      {
        "name": "Enhans Pricing Agent",
        "description": "Commerce AI product for discovery, merchandising, marketing, pricing, support, or retail operations.",
        "link": "https://enhans.ai"
      },
      {
        "name": "Enhans",
        "description": "Commerce agents for pricing and product intelligence",
        "link": "https://enhans.ai"
      }
    ],
    "competitors": [
      "Palantir",
      "Salesforce",
      "Adobe Sensei"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-01",
        "round": "Series B",
        "amount": "KRW 17B"
      },
      {
        "date": "2026-04",
        "round": "Strategic",
        "amount": "Not disclosed",
        "investors": [
          "Naver Ventures"
        ]
      }
    ]
  },
  {
    "id": "friendliai",
    "name": "FriendliAI",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2021,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$26M",
    "stage": "Seed",
    "category": "Developer and AI Infrastructure",
    "description": "FriendliAI is a generative-AI inference company that serves open-weight and custom LLMs and multimodal models efficiently through its proprietary Friendli Engine (custom GPU kernels, continuous batching, speculative decoding). It offers managed serverless Model APIs and dedicated endpoints, plus a self-hostable container, and competes on inference cost-efficiency (tokens/sec per GPU) rather than raw GPU price. It raised a $6M seed (2021) and a $20M seed extension (2025) led by Capstone Partners with Sierra Ventures, Alumni Ventures, KDB, and KB (~$26M total); the company declined to disclose its valuation. Named customers include SK Telecom, LG AI Research, and Upstage.",
    "founder": {
      "name": "Byung-Gon Chun",
      "title": "CEO & Founder"
    },
    "website": "https://friendli.ai",
    "products": [
      {
        "name": "Friendli Inference Cloud",
        "description": "Managed serverless Model APIs and dedicated endpoints powered by the Friendli Engine.",
        "link": "https://friendli.ai/products/serverless-endpoints"
      },
      {
        "name": "Friendli Container",
        "description": "Self-hostable Friendli Engine for running optimized inference in your own environment.",
        "link": "https://github.com/friendliai/container-resource"
      }
    ],
    "competitors": [
      "Together AI",
      "Fireworks AI",
      "Baseten",
      "Modal",
      "Anyscale"
    ],
    "stackLayer": "infrastructure",
    "whyItMatters": "FriendliAI is a rare Korean owner of proprietary generative-AI inference IP — the Friendli Engine (from the team's continuous-batching research) — rather than a GPU reseller. With enterprise customers (SK Telecom, LG AI Research, Upstage), SOC 2 / HIPAA compliance, and ~6–7x year-over-year revenue growth, it anchors Korea's developer/AI-infrastructure layer with a defensible efficiency moat.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean generative-AI inference engine and serving platform"
  },
  {
    "id": "furiosa-ai",
    "name": "FuriosaAI",
    "location": "Seoul, Korea",
    "employees": "150+",
    "founded": 2017,
    "valuation": "Pre-IPO",
    "marketCap": "₩3T pre-money (pre-IPO round in progress, May 2026)",
    "totalFunding": "$246M",
    "valuationUpdated": "2026-09-02",
    "stage": "Pre-IPO",
    "category": "Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Building sovereign AI inference hardware. RNGD PCIe, NXT RNGD Server, Furiosa Software, and worldwide Furiosa Access locations could let Korean and global customers evaluate AI compute outside NVIDIA-only stacks.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI inference accelerator for sovereign cloud",
    "description": "Korean AI semiconductor company building RNGD PCIe accelerators, NXT RNGD Server appliances, and a full software stack for LLM and agentic inference workloads. Its listing timetable was pushed out, with a public-market debut now targeted for the second half of 2028 rather than 2026.",
    "founder": {
      "name": "June Paik",
      "title": "CEO"
    },
    "website": "https://furiosa.ai",
    "products": [
      {
        "name": "RNGD PCIe",
        "description": "Second-generation PCIe accelerator for LLM and multimodal inference.",
        "link": "https://furiosa.ai/rngd"
      },
      {
        "name": "NXT RNGD Server",
        "description": "3 kW multi-card inference appliance for agentic systems.",
        "link": "https://furiosa.ai/nxt-rndg-server"
      },
      {
        "name": "Furiosa Software",
        "description": "Compiler, serving, and deployment toolchain for Furiosa accelerators.",
        "link": "https://furiosa.ai/software"
      },
      {
        "name": "Vision NPU",
        "description": "Computer-vision accelerator product line.",
        "link": "https://furiosa.ai/warboy"
      }
    ],
    "competitors": [
      "Rebellions",
      "NVIDIA",
      "AMD"
    ],
    "nativeName": "퓨리오사AI",
    "sourceUrls": [
      "https://furiosa.ai/",
      "https://www.investchosun.com/site/data/html_dir/2026/05/29/2026052980132.html",
      "https://en.etnews.com/20260729200006"
    ]
  },
  {
    "id": "gaudio-lab",
    "name": "Gaudio Lab",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Private",
    "category": "Creative AI",
    "description": "Korean audio AI startup commercializing deep-learning audio processing for broadcast, streaming, and consumer electronics. Gaudio Studio provides source separation, spatial audio upmixing, and loudness normalization. OEM audio-AI technology is integrated into Samsung and LG consumer electronics products.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://gaudiolab.com",
    "products": [
      {
        "name": "Gaudio Spatial Audio",
        "description": "AI upmixing engine converting stereo audio to object-based spatial formats (Dolby Atmos, binaural 3D) for immersive playback in headphones and spatial audio devices.",
        "link": "https://gaudiolab.com"
      },
      {
        "name": "Gaudio Lab",
        "description": "Audio AI for spatial sound, loudness and source separation",
        "link": "https://gaudiolab.com"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "OEM integration into Samsung and LG gives Gaudio Lab device-scale distribution without a direct consumer sales channel, a structural advantage for a startup competing with Dolby and Sony.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Creative AI",
    "nativeName": "가우디오랩"
  },
  {
    "id": "hanwha",
    "name": "Hanwha",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 1952,
    "valuation": "Public (KRX:000880)",
    "marketCap": "KRW 6.83T",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Physical AI and Hardware",
    "description": "South Korean defense, aerospace, and energy conglomerate with expanding AI-linked autonomous systems and collaborative robotics. Hanwha Aerospace (KOSPI: 012450) produces the Arion-SMET unmanned ground vehicle; Hanwha Robotics makes the HCR cobot series for factory automation. Multiple subsidiaries separately listed on KOSPI.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://hanwha.com",
    "products": [
      {
        "name": "Arion-SMET",
        "description": "Hanwha Aerospace multipurpose unmanned ground vehicle.",
        "link": "https://www.hanwha.com/companies/hanwha-aerospace.do?nlsFlag=gnb"
      },
      {
        "name": "Hanwha HCR Collaborative Robots",
        "description": "Hanwha Robotics collaborative robot line.",
        "link": "https://www.hanwha.com/companies/hanwha-robotics.do"
      }
    ],
    "competitors": [],
    "stackLayer": "hardware-chips",
    "whyItMatters": "Defense-to-factory AI bridge: Hanwha's dual exposure in autonomous defense hardware and industrial cobots positions it uniquely as Korea scales physical AI from military platforms to smart-manufacturing.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Physical AI and Hardware",
    "nativeName": "한화",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "hyperconnect",
    "name": "Hyperconnect",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2014,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$1.73B (Match Group acquisition 2021)",
    "stage": "Private",
    "category": "Creative AI",
    "description": "Korean video-social technology company acquired by Match Group in 2021 for $1.73B. Azar is its flagship live video-chat and global matching app. AI powers real-time matching, face filter AR, real-time translation, and content moderation at scale. AI research team publishes work on ML for live video streaming and recommendation.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://hyperconnect.com",
    "products": [
      {
        "name": "Azar AI Matching",
        "description": "AI-backed matching inside Hyperconnect's Azar video-chat service.",
        "link": "https://www.hyperconnect.com/en/tech/?lang=en"
      },
      {
        "name": "Hyperconnect AI",
        "description": "AI research and production technology used across Hyperconnect products.",
        "link": "https://hyperconnect.com/en/tech/aiml"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Largest Korean consumer AI acquisition to date: Hyperconnect's $1.73B exit validated Korean AI engineering talent on the global stage and seeded a generation of alumni now founding new AI startups.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Creative AI"
  },
  {
    "id": "hyundai",
    "name": "Hyundai",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 1967,
    "valuation": "Public (KRX:005380)",
    "marketCap": "$73.6B",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Physical AI and Hardware",
    "description": "South Korea's largest automaker by global volume (~4M annual units). AI is embedded across Boston Dynamics robotics (acquired 2021 for $1.1B), the Hyundai-Waymo manufacturing partnership (IONIQ 5 robotaxi platform), Hyundai Motor Group's Namyang AI R&D center, and smart-factory automation. KOSPI-listed (005380), market cap ~$102B.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://hyundai.com",
    "products": [
      {
        "name": "Hyundai-Waymo IONIQ 5 Robotaxi Program",
        "description": "IONIQ 5 vehicle-platform integration for Waymo One autonomous ride-hailing.",
        "link": "https://www.hyundaimotorgroup.com/amp/CONT0000000000161922"
      },
      {
        "name": "MobED",
        "description": "Hyundai Robotics LAB's mobile eccentric droid robotics platform.",
        "link": "https://www.hyundaimotorgroup.com/en/story/CONT0000000000199523"
      }
    ],
    "competitors": [],
    "stackLayer": "hardware-chips",
    "whyItMatters": "Physical AI at automotive scale: Hyundai is the only Korean company simultaneously deploying AI in humanoid robots (Boston Dynamics), autonomous vehicles (Waymo partnership), and mass-market car production, giving it breadth no pure-play can match.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Physical AI and Hardware",
    "nativeName": "현대자동차",
    "valuationUpdated": "2026-09-02",
    "sourceUrls": [
      "https://companiesmarketcap.com/hyundai/marketcap/"
    ]
  },
  {
    "id": "kakao",
    "name": "Kakao",
    "location": "Seongnam, Korea",
    "employees": "5000+",
    "founded": 2010,
    "valuation": "Public (KOSPI: 035720)",
    "marketCap": "$11.27B",
    "totalFunding": "Public",
    "stage": "Public",
    "category": "Tech Giant",
    "stackLayer": "foundation-models",
    "whyItMatters": "Korea's messaging giant developing Kanana LLM. With 50M+ KakaoTalk users, has the distribution to drive LLM adoption at scale in Korea.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean consumer AI via massive messaging platform",
    "description": "Korea's messaging giant. Developing Kanana LLM and investing in AI startups. Kakao Brain was merged into Kakao in 2024; Kakao divested the Daum portal (AXZ) to Upstage in June 2026.",
    "founder": {
      "name": "Kim Beom-su",
      "title": "Founder"
    },
    "website": "https://kakao.com",
    "products": [
      {
        "name": "Kanana",
        "description": "Korean LLM (32.5B params)",
        "link": "https://kakao.com",
        "nativeName": "카나나"
      },
      {
        "name": "Kakao i Connect",
        "description": "Kakao Korean-language foundation or consumer AI product",
        "link": "https://kakaocorp.com"
      },
      {
        "name": "Kakao i",
        "description": "Kakao's AI platform and business messaging stack",
        "link": "https://kakaocorp.com"
      }
    ],
    "competitors": [
      "Naver",
      "Google",
      "OpenAI"
    ],
    "nativeName": "카카오",
    "valuationUpdated": "2026-06-18",
    "sourceUrls": [
      "https://companiesmarketcap.com/kakao/marketcap/"
    ]
  },
  {
    "id": "kia",
    "name": "Kia",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 1944,
    "valuation": "Public (KRX:000270)",
    "marketCap": "$40.16B",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Physical AI and Hardware",
    "description": "Hyundai Motor Group subsidiary and Korea's second-largest automaker. AI features: PBV (Purpose-Built Vehicle) connected software platform for commercial fleet OTA management, Highway Driving Assist 2 for ADAS, and in-cabin AI voice interaction. KOSPI-listed (000270), market cap ~$40B.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://kia.com",
    "products": [
      {
        "name": "Kia PBV Software Platform",
        "description": "Software and connected-services platform for Kia PBV vehicles.",
        "link": "https://worldwide.kia.com/en/innovation/software-and-ai"
      },
      {
        "name": "Highway Driving Assist 2",
        "description": "Kia's highway driver-assistance feature set.",
        "link": "https://worldwide.kia.com/en/innovation/future-mobility"
      }
    ],
    "competitors": [],
    "stackLayer": "hardware-chips",
    "whyItMatters": "Fleet AI at scale: Kia's PBV initiative targets commercial operators, giving its AI software stack a recurring-revenue angle that passenger-car variants lack.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Physical AI and Hardware",
    "nativeName": "기아",
    "valuationUpdated": "2026-06-18",
    "sourceUrls": [
      "https://companiesmarketcap.com/kia/marketcap/"
    ]
  },
  {
    "id": "konan-technology",
    "name": "Konan Technology",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 1999,
    "valuation": "Public (KOSDAQ:402030)",
    "marketCap": "KRW 152.34B",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Foundation Models",
    "description": "Korean KOSDAQ-listed NLP and enterprise AI company (290690). Core products: KonanBERT-powered search, document intelligence, AI chatbot builder, and business intelligence dashboard. Long-term supplier to Korean government agencies, banks, and insurers. Expanding with Konan LLM for enterprise Korean-language generation.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://en.konantech.com",
    "products": [
      {
        "name": "Konan Search",
        "description": "Korean enterprise search and language AI product",
        "link": "https://konantech.com"
      },
      {
        "name": "Konan Technology",
        "description": "Korean-language enterprise search, LLM and analytics for closed networks",
        "link": "https://konantech.com"
      }
    ],
    "competitors": [],
    "stackLayer": "foundation-models",
    "whyItMatters": "Entrenched Korean-government NLP supplier: Konan Technology's two-decade relationship with Korean public-sector clients gives new Konan LLM products a procurement path that cloud-native entrants cannot shortcut.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Foundation Models",
    "nativeName": "코난테크놀로지",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "krafton",
    "name": "Krafton",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2007,
    "valuation": "Public (KRX:259960)",
    "marketCap": "$6.98B",
    "totalFunding": "IPO 2021",
    "stage": "Public",
    "category": "Creative AI",
    "description": "Korean gaming company behind PUBG: Battlegrounds. Krafton CPC (Character, Player, Crafting) AI initiative delivers generative AI for game character voices, AI NPC behavior, and production tooling for artists. KOSPI-listed (259960). Also operates Striking Distance Studios and Deep Silver.",
    "founder": {
      "name": "Chang Byung-gyu",
      "title": "CEO & Founder"
    },
    "website": "https://krafton.com",
    "products": [
      {
        "name": "Krafton CPC AI",
        "description": "Generative AI system for creating game characters with distinct visual styles, personality profiles, and backstory narratives from creator prompts for KRAFTON's live-service games.",
        "link": "https://krafton.com"
      },
      {
        "name": "Krafton Game Production AI",
        "description": "AI toolset for game artists and designers — accelerates concept art generation, texture synthesis, and level-design iteration in the KRAFTON production pipeline.",
        "link": "https://krafton.com"
      },
      {
        "name": "Krafton AI",
        "description": "Game AI for character behaviour and companion NPCs",
        "link": "https://krafton.com"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Generative AI for live service at global scale: PUBG's 30M+ active players create a high-frequency testbed for AI-driven game content that few studios worldwide can match in live production.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Creative AI",
    "sourceUrls": [
      "https://stockanalysis.com/quote/krx/259960/company/",
      "https://companiesmarketcap.com/krafton/marketcap/"
    ],
    "nativeName": "크래프톤",
    "valuationUpdated": "2026-06-18"
  },
  {
    "id": "lablup",
    "name": "Lablup",
    "location": "Seoul, Korea",
    "employees": "30+",
    "founded": 2015,
    "valuation": "IPO filing submitted (KOSDAQ, Aug 2026)",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Late",
    "category": "AI Infrastructure",
    "stackLayer": "infrastructure",
    "whyItMatters": "Backend.AI is critical infrastructure for Korean AI ecosystem. Open-source GPU cluster management used by Korean research institutions. Key partner in sovereign AI foundation model project.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Open-source GPU cluster management for AI",
    "description": "Develops Backend.AI, an open-source platform for GPU virtualization and AI infrastructure management. Lablup submitted its KOSDAQ securities registration on August 25, 2026; it remains private until the offering and listing complete.",
    "founder": {
      "name": "Jeongsoo Park",
      "title": "CEO"
    },
    "website": "https://lablup.com",
    "products": [
      {
        "name": "Backend.AI",
        "description": "GPU cluster management platform",
        "link": "https://backend.ai",
        "nativeName": "백엔드.AI"
      },
      {
        "name": "Backend.AI Enterprise",
        "description": "Enterprise ML compute management platform providing multi-tenant GPU cluster orchestration, resource quotas, container scheduling, and usage monitoring for AI teams.",
        "link": "https://lablup.com"
      }
    ],
    "competitors": [
      "Run.ai",
      "Anyscale",
      "CoreWeave"
    ],
    "nativeName": "래블업",
    "sourceUrls": [
      "https://www.lablup.com/press/2026-08-lablup-kosdaq-ipo"
    ],
    "valuationUpdated": "2026-09-02"
  },
  {
    "id": "law-company",
    "name": "Law&Company",
    "location": "Seoul, Korea",
    "employees": "150+",
    "founded": 2014,
    "valuation": "Private",
    "marketCap": "$200M",
    "totalFunding": "KRW 50B Series C-2 (Jul 2025) — largest Korean legaltech round",
    "stage": "Series C",
    "category": "Legal AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Law&Company operates LawTalk, a Korean consumer legal portal, and SuperLawyer, an AI legal assistant for Korean lawyers and legal teams. SuperLawyer reached 6,000 users within 180 days according to Anthropic's customer story.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI legal assistant platform",
    "description": "Law&Company is a Korean legaltech company behind LawTalk, Big Case, and SuperLawyer. Its defensibility comes from Korean legal data, lawyer-facing workflows, and its consumer-lawyer marketplace rather than generic legal advice chat.",
    "founder": {
      "name": "Yun Gwi-geun",
      "title": "CEO"
    },
    "website": "https://www.lawtalk.is",
    "products": [
      {
        "name": "LawTalk",
        "description": "Consumer lawyer marketplace and legal information portal",
        "link": "https://www.lawtalk.co.kr"
      },
      {
        "name": "SuperLawyer",
        "description": "AI legal assistant for Korean lawyers and legal teams",
        "link": "https://superlawyer.co.kr"
      },
      {
        "name": "Big Case",
        "description": "Legal information and case-law research service",
        "link": "https://bigcase.ai"
      }
    ],
    "competitors": [
      "Harvey",
      "CaseText",
      "LexisNexis"
    ],
    "nativeName": "로앤컴퍼니",
    "sourceUrls": [
      "https://www.lawtalk.is/",
      "https://www.lawtalk.co.kr/",
      "https://claude.com/customers/law-and-company",
      "https://www.etnews.com/20240701000024"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-07",
        "round": "Series C-2",
        "amount": "KRW 50B",
        "investors": [
          "IMM Investment",
          "Daesung Venture Capital",
          "Shinhan Venture Investment",
          "KDB"
        ],
        "sourceUrl": "https://platum.kr/archives/266198"
      }
    ]
  },
  {
    "id": "lbox",
    "name": "LBox",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "~KRW 54B cumulative (Series C KRW 30B, Jun 2025)",
    "stage": "Series C",
    "category": "Enterprise Productivity AI",
    "description": "Korean legaltech platform offering AI-powered case-law search and legal research. LBox indexes Korean court decisions and provides AI-assisted citation analysis, document comparison, and legal precedent discovery for attorneys and corporate legal teams. Competes with LawTalk in the Korean legal information market.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://lbox.ai",
    "products": [
      {
        "name": "LBox Legal Data Platform",
        "description": "Structured database of Korean court decisions with machine-readable citation networks, judgment metadata, and attorney performance analytics.",
        "link": "https://lbox.ai"
      },
      {
        "name": "LBox",
        "description": "Korean case-law database with AI search and analysis",
        "link": "https://lbox.ai"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Structured Korean case-law corpus with proprietary data: LBox's indexed court-decision database creates a training-data and retrieval advantage that raw LLM solutions cannot replicate without the same data access.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Enterprise Productivity AI",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-06",
        "round": "Series C",
        "amount": "KRW 30B",
        "investors": [
          "Kiwoom Investment",
          "SV Investment",
          "Legend Capital"
        ],
        "sourceUrl": "https://www.thebell.co.kr/free/content/ArticleView.asp?key=202506160920524960101857"
      }
    ]
  },
  {
    "id": "lg-ai-research",
    "name": "LG AI Research",
    "location": "Seoul, Korea",
    "employees": "400+",
    "founded": 2020,
    "valuation": "LG Corp subsidiary",
    "marketCap": "$11.02B (LG Corp)",
    "totalFunding": "Corporate",
    "stage": "Corporate",
    "category": "Research",
    "stackLayer": "foundation-models",
    "whyItMatters": "LG's AI research arm building the EXAONE foundation-model family. EXAONE 4.5 adds an open-weight vision-language model with long-context document understanding, while LG's hardware and enterprise ecosystem provide deployment leverage.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Corporate-backed multimodal Korean LLM",
    "description": "LG's AI research arm behind EXAONE, including EXAONE 3.5, EXAONE Deep, and EXAONE 4.5, with sovereign AI and enterprise research focus.",
    "founder": {
      "name": "Bae Kyung-hoon",
      "title": "Head"
    },
    "website": "https://lgresearch.ai",
    "products": [
      {
        "name": "EXAONE",
        "description": "LG's multimodal LLM",
        "link": "https://lgresearch.ai",
        "nativeName": "엑사원"
      },
      {
        "name": "EXAONE Path",
        "description": "Pathology foundation-model family for whole-slide image analysis, including EXAONE Path 2.0 and the researched Path 2.5 generation.",
        "link": "https://www.lgresearch.ai/news/view?seq=649"
      },
      {
        "name": "EXAONE Discovery",
        "description": "Materials-discovery platform used in named research with LG H&H and GS Caltex.",
        "link": "https://www.lgresearch.ai/news/view?seq=664"
      }
    ],
    "competitors": [
      "Samsung AI",
      "Naver",
      "Kakao"
    ],
    "nativeName": "LG AI연구원",
    "sourceUrls": [
      "https://arxiv.org/abs/2604.08644",
      "https://huggingface.co/LGAI-EXAONE",
      "https://companiesmarketcap.com/lg-corp/marketcap/",
      "https://www.lgresearch.ai/news/view?seq=649",
      "https://www.lgresearch.ai/news/view?seq=664"
    ],
    "valuationUpdated": "2026-06-18"
  },
  {
    "id": "liner",
    "name": "Liner",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$32M",
    "stage": "Series B",
    "category": "AI Search",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korean-built AI search engine competing directly with Perplexity. Liner reports 13M+ aggregate platform users, but the Chrome Web Store lists 300K extension users; the catalog therefore ranks Liner on an estimated 1M MAU rather than treating 13M+ as verified active users.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean AI search agent with global user base",
    "description": "AI research agent and cited search engine for students, researchers, and professionals. Liner now organizes its product family around search, academic research, and writing workflows.",
    "founder": {
      "name": "Luke Kim",
      "title": "CEO"
    },
    "website": "https://liner.com",
    "products": [
      {
        "name": "Liner",
        "description": "AI research agent and cited search engine",
        "link": "https://liner.com/search"
      },
      {
        "name": "Liner Scholar",
        "description": "Academic research AI for paper-based research",
        "link": "https://liner.com"
      },
      {
        "name": "Liner Write",
        "description": "AI writing workspace connected to research",
        "link": "https://liner.com"
      }
    ],
    "competitors": [
      "Perplexity",
      "Google",
      "You.com"
    ],
    "sourceUrls": [
      "https://liner.com/",
      "https://liner.com/search",
      "https://liner.com/about",
      "https://liner.com/news/liner-reinventing-global-knowledge-work",
      "https://chromewebstore.google.com/detail/liner-chatgpt-ai-copilot/bmhcbmnbenmcecpmpepghooflbehcack"
    ],
    "nativeName": "라이너",
    "valuationUpdated": "2026-07-29"
  },
  {
    "id": "lunit",
    "name": "Lunit",
    "location": "Seoul, Korea",
    "employees": "300+",
    "founded": 2013,
    "valuation": "Public (KOSDAQ)",
    "marketCap": "KRW 824.16B",
    "totalFunding": "IPO 2022",
    "stage": "Public",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's strongest AI export story. FDA-cleared cancer detection used in 5,000+ hospitals globally. Proves Korean vertical AI can compete worldwide.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "World-class AI medical diagnostics from Korea",
    "description": "Cancer detection AI. FDA-cleared solutions for radiology and pathology.",
    "founder": {
      "name": "Brandon Suh",
      "title": "CEO"
    },
    "website": "https://lunit.io",
    "products": [
      {
        "name": "Lunit INSIGHT",
        "description": "AI cancer detection",
        "link": "https://www.lunit.io/en/ai-radiology-software/"
      },
      {
        "name": "Lunit SCOPE",
        "description": "AI digital pathology platform analyzing whole-slide images for cancer biomarker quantification — including tumor-infiltrating lymphocyte scoring, PD-L1 expression, and microsatellite instability detection for oncology diagnostics and drug development.",
        "link": "https://www.lunit.io/en/precision-oncology/"
      }
    ],
    "competitors": [
      "Vuno",
      "PathAI",
      "Paige AI"
    ],
    "nativeName": "루닛",
    "valuationUpdated": "2026-07-05",
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/328130/statistics/"
    ]
  },
  {
    "id": "makinarocks",
    "name": "MakinaRocks",
    "location": "Seoul, Korea",
    "employees": "80+",
    "founded": 2018,
    "valuation": "Public (KOSDAQ:477850, listed May 2026)",
    "marketCap": "Not disclosed",
    "totalFunding": "IPO May 2026 (offer KRW 15,000, top of band)",
    "stage": "Public",
    "category": "Manufacturing AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Industrial AI for Korea's massive manufacturing sector (Hyundai, Samsung, SK, POSCO). CB Insights 'Advanced Manufacturing 50' list. SK Telecom spinoff.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean industrial AI for manufacturing",
    "description": "Industrial AI for anomaly detection, quality control, and predictive maintenance. Runway platform handles full ML lifecycle for factory settings. Won Media Pick Award at Automation World 2026.",
    "founder": {
      "name": "Lee Tae-hoon",
      "title": "CEO"
    },
    "website": "https://makinarocks.ai",
    "products": [
      {
        "name": "Runway",
        "description": "Industrial MLOps platform",
        "link": "https://makinarocks.ai"
      },
      {
        "name": "Runway (MakinaRocks)",
        "description": "Industrial MLOps platform",
        "link": "https://makinarocks.ai"
      }
    ],
    "competitors": [
      "Sight Machine",
      "Uptake",
      "C3.ai"
    ],
    "nativeName": "마키나락스",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-05",
        "round": "IPO",
        "amount": "KOSDAQ 477850 (offer KRW 15,000)",
        "sourceUrl": "https://www.makinarocks.ai/news/makinarocks-ipo-demand-forecast-record/"
      }
    ]
  },
  {
    "id": "marqvision",
    "name": "MarqVision",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2020,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$90M ($48M Series B, Sep 2025, Peak XV-led; ARR $20M+)",
    "stage": "Series B",
    "category": "Commerce AI",
    "description": "Korean-founded brand protection AI platform (HQ San Francisco). Computer vision and NLP scan e-commerce marketplaces, social platforms, and dark-web channels to detect counterfeit product listings and IP violations. Serves global luxury and consumer-brand clients. Raised $22M Series A (2022).",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://marqvision.com",
    "products": [
      {
        "name": "MarqVision AI Brand Protection",
        "description": "Automated IP enforcement platform scanning e-commerce marketplaces and social platforms to detect counterfeit product listings and take down infringing content at scale.",
        "link": "https://marqvision.com"
      },
      {
        "name": "MarqVision",
        "description": "AI brand protection against counterfeits and IP infringement",
        "link": "https://marqvision.com"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Brand protection AI with global marketplace reach: MarqVision's multi-marketplace coverage turns counterfeit detection into a scalable SaaS rather than a manual enforcement task, attracting brands that sell cross-border.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Commerce AI",
    "nativeName": "마크비전",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-09",
        "round": "Series B",
        "amount": "$48M",
        "investors": [
          "Peak XV Partners",
          "Salesforce Ventures",
          "Altos Ventures",
          "Y Combinator"
        ],
        "sourceUrl": "https://www.prnewswire.com/news-releases/marqvision-lands-48m-series-b-to-power-brand-control-and-revenue-growth-for-global-brands-302555518.html"
      }
    ]
  },
  {
    "id": "mathpresso",
    "name": "Mathpresso",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2016,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$100M+",
    "stage": "Private",
    "category": "Education AI",
    "description": "Korean edtech company behind QANDA (콴다), a math-solving app used by 8M+ students across Korea, Japan, and Southeast Asia. Camera-AI recognizes handwritten equations and returns step-by-step solutions. Expanding into QANDA Tutor for AI-personalized instruction and QANDA Study for exam-prep content.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://qanda.ai",
    "products": [
      {
        "name": "QANDA Study",
        "description": "Exam-preparation content layer with AI-curated practice tests, concept review cards, and mock exams aligned to Korean CSAT and regional curriculum standards.",
        "link": "https://qanda.ai"
      },
      {
        "name": "QANDA",
        "description": "Photo-based math problem solving and tutoring",
        "link": "https://qanda.ai"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Math-AI at regional scale: QANDA's camera-to-solution workflow and 8M+ user install base across East and Southeast Asia give it dataset and brand advantages in a vertically specialized category with high-retention learners.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Education AI",
    "nativeName": "매스프레소"
  },
  {
    "id": "maum-ai",
    "name": "Maum AI",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2011,
    "valuation": "Public (KOSDAQ:377480)",
    "marketCap": "KRW 66.98B",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Agent Platforms",
    "description": "Korean KOSDAQ-listed AI company (450440), formerly MINDsLab, specializing in enterprise conversational AI and agentic orchestration. Products: maum.ai enterprise agent platform, M2U multimodal AI, Maum Orchestra workflow engine, and Maum AI Human synthetic avatar service. Clients span Korean financial institutions, telecoms, and public sector.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://maum.ai",
    "products": [
      {
        "name": "maum.ai",
        "description": "Enterprise agent platform orchestrating LLM-powered workflows across enterprise tools, databases, and APIs — used by Korean financial institutions and telecoms for process automation.",
        "link": "https://maum.ai"
      },
      {
        "name": "M2U",
        "description": "Multimodal AI system combining vision, speech, and language understanding for Korean-language enterprise tasks including document analysis and multimedia content processing.",
        "link": "https://maum.ai"
      }
    ],
    "competitors": [],
    "stackLayer": "agent-platforms",
    "whyItMatters": "Listed Korean AI pure-play with enterprise roots: Maum AI's decade-long NLP work in Korean-language emotional and conversational AI gives it a domain advantage in compliance-sensitive verticals where hallucination risk is high.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Agent Platforms",
    "nativeName": "마음AI",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "moloco",
    "name": "Moloco",
    "location": "Seoul / Redwood City, USA",
    "employees": "800+",
    "founded": 2013,
    "valuation": "Private",
    "marketCap": "$2B+ (2023 secondary sale, reported)",
    "totalFunding": "$200M",
    "stage": "Late",
    "category": "AdTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean-founded AI unicorn. ML-powered advertising platform processing billions of predictions daily. Proof that Korean AI infrastructure expertise can scale globally.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean-founded global AI adtech unicorn",
    "description": "ML-powered programmatic advertising platform founded by ex-Google ML engineer. The catalog keeps Moloco as a Korean-founded global adtech AI company, but no current public valuation source is recorded here.",
    "founder": {
      "name": "Ikkjin Ahn",
      "title": "CEO"
    },
    "website": "https://moloco.com",
    "products": [
      {
        "name": "Moloco Ads",
        "description": "ML-powered ad optimization",
        "link": "https://www.moloco.com/solutions/moloco-ads"
      },
      {
        "name": "Moloco Commerce Media",
        "description": "AI-powered onsite ads for retailers and marketplaces",
        "link": "https://www.moloco.com/solutions/moloco-commerce-media"
      },
      {
        "name": "Moloco Streaming Monetization",
        "description": "AI-native ad stack for streaming providers",
        "link": "https://www.moloco.com/solutions/moloco-streaming-monetization"
      }
    ],
    "competitors": [
      "The Trade Desk",
      "AppLovin",
      "Unity Ads"
    ],
    "valuationUpdated": "2026-07-05",
    "sourceUrls": [
      "https://www.moloco.com/solutions/moloco-ads",
      "https://www.moloco.com/solutions/moloco-commerce-media"
    ]
  },
  {
    "id": "moreh",
    "name": "Moreh",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "$80M",
    "totalFunding": "$20M",
    "stage": "Series B",
    "category": "AI Infrastructure",
    "stackLayer": "infrastructure",
    "whyItMatters": "GPU virtualization that lets companies use AMD, Intel, and NVIDIA GPUs interchangeably for AI. Solves GPU fragmentation — critical for Korean sovereign AI cloud.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Heterogeneous GPU abstraction for AI workloads",
    "description": "GPU virtualization and AI infrastructure platform. Moreh AI Framework makes it possible to run large AI workloads across heterogeneous GPU clusters without code changes.",
    "founder": {
      "name": "Lee Jun-mo",
      "title": "CEO"
    },
    "website": "https://moreh.io",
    "products": [
      {
        "name": "Moreh AI Framework",
        "description": "GPU-agnostic AI training platform",
        "link": "https://moreh.io"
      },
      {
        "name": "Moreh",
        "description": "GPU cluster software and virtualization for AI training",
        "link": "https://moreh.io"
      }
    ],
    "competitors": [
      "Run.ai",
      "Anyscale",
      "NVIDIA"
    ],
    "nativeName": "모레"
  },
  {
    "id": "naver",
    "name": "Naver",
    "location": "Seongnam, Korea",
    "employees": "4000+",
    "founded": 1999,
    "valuation": "Public (KOSPI: 035420)",
    "marketCap": "$19.2B",
    "totalFunding": "Public",
    "stage": "Public",
    "category": "Tech Giant",
    "stackLayer": "foundation-models",
    "whyItMatters": "Korea's largest tech company and a key pillar of Korea's sovereign AI initiative through HyperCLOVA X, current open-weight Korean reasoning and omnimodal model releases, and on-service AI experiments. Product traction is still less proven than the strategic footprint: public evidence does not show breakout users, customers, or revenue for Naver's launched AI products.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean-language foundation model and AI platform",
    "description": "Korea's largest internet company. HyperCLOVA X gives Naver strategic Korean AI leverage, with 2026 open-weight Think and Omni model releases from NAVER Cloud, but current launched AI surfaces are scored conservatively until product-specific adoption or commercial outcomes are disclosed.",
    "founder": {
      "name": "Lee Hae-jin",
      "title": "Founder"
    },
    "website": "https://naver.com",
    "products": [
      {
        "name": "HyperCLOVA X",
        "description": "Korean LLM (82B params)",
        "link": "https://clova.ai",
        "nativeName": "하이퍼클로바X"
      },
      {
        "name": "Naver Plus",
        "description": "Naver shopping membership and commerce surface; not counted as AI-product adoption.",
        "link": "https://shopping.naver.com"
      },
      {
        "name": "CLOVA Studio",
        "description": "Korean sovereign AI model or platform from Naver",
        "link": "https://clova.ai",
        "nativeName": "클로바 스튜디오"
      },
      {
        "name": "CLOVA Dubbing",
        "description": "Browser-based AI voice dubbing service; the web product remains active after its mobile apps ended in July 2026.",
        "link": "https://clovadubbing.naver.com/"
      },
      {
        "name": "Naver AI Briefing",
        "description": "Generative summaries embedded in Naver Search; the disclosed search audience is bundled exposure, not product-specific adoption.",
        "link": "https://www.navercorp.com/media/pressReleasesDetail?seq=32400"
      },
      {
        "name": "Naver AI Shopping Agent",
        "description": "Conversational shopping agent in the Naver Plus Store app; public evidence is beta launch and relative usage improvement, not absolute adoption.",
        "link": "https://www.navercorp.com/media/pressReleasesDetail?seq=35002",
        "nativeName": "AI 쇼핑 에이전트"
      },
      {
        "name": "Naver Plus Store",
        "description": "AI-personalized shopping app and commerce surface; product-specific users or revenue are not disclosed.",
        "link": "https://navercorp.com/media/pressReleasesDetail?seq=32113",
        "nativeName": "네이버플러스 스토어"
      },
      {
        "name": "AiTEMS",
        "description": "AI-based recommendation technology for Naver shopping discovery; treated as embedded commerce AI, not a standalone breakout product.",
        "link": "https://shopping.naver.com/",
        "nativeName": "에이아이템즈"
      }
    ],
    "competitors": [
      "Kakao",
      "Google",
      "OpenAI"
    ],
    "nativeName": "네이버",
    "sourceUrls": [
      "https://arxiv.org/abs/2601.03286",
      "https://arxiv.org/abs/2601.01792",
      "https://arxiv.org/abs/2506.22403",
      "https://companiesmarketcap.com/naver/marketcap/",
      "https://clovadubbing.naver.com/notice",
      "https://www.navercorp.com/media/pressReleasesDetail?seq=32400"
    ],
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "ncsoft",
    "name": "NCSOFT",
    "location": "Seongnam, Korea",
    "employees": "3000+",
    "founded": 1997,
    "valuation": "Public (KOSPI)",
    "marketCap": "$3.27B",
    "totalFunding": "Public",
    "stage": "Public",
    "category": "Gaming AI",
    "stackLayer": "foundation-models",
    "whyItMatters": "Korean gaming giant with world-class AI research. VARCO models represent a unique strength — AI trained on massive gaming simulation data.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "AI models from gaming simulation expertise",
    "description": "Korean gaming giant with NC AI division. Selected for sovereign AI initiative. Renamed NC Corporation in April 2026 (KOSPI 036570 unchanged); NC AI subsidiary leads the K-Physical AI Alliance.",
    "founder": {
      "name": "Kim Taek-jin",
      "title": "Founder"
    },
    "website": "https://www.nc.com",
    "products": [
      {
        "name": "VARCO",
        "description": "Gaming AI models",
        "link": "https://www.nc.com",
        "nativeName": "바르코"
      },
      {
        "name": "VARCO LLM",
        "description": "Korean game and content foundation AI product from NCSoft",
        "link": "https://www.nc.com",
        "nativeName": "바르코 LLM"
      },
      {
        "name": "VARCO Art",
        "description": "Korean game and content foundation AI product from NCSoft",
        "link": "https://www.nc.com"
      },
      {
        "name": "VARCO Studio",
        "description": "Korean game and content foundation AI product from NCSoft",
        "link": "https://www.nc.com",
        "nativeName": "바르코 스튜디오"
      },
      {
        "name": "VARCO Text",
        "description": "Korean game and content foundation AI product from NCSoft",
        "link": "https://www.nc.com",
        "nativeName": "바르코 텍스트"
      },
      {
        "name": "VARCO Voice",
        "description": "Korean game and content foundation AI product from NCSoft",
        "link": "https://www.nc.com",
        "nativeName": "바르코 보이스"
      }
    ],
    "competitors": [
      "Nexon",
      "Krafton",
      "Netmarble"
    ],
    "nativeName": "엔씨소프트",
    "valuationUpdated": "2026-07-05",
    "sourceUrls": [
      "https://companiesmarketcap.com/ncsoft/marketcap/"
    ]
  },
  {
    "id": "nota-ai",
    "name": "Nota AI",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Public (KOSDAQ:486990)",
    "marketCap": "KRW 477.09B",
    "totalFunding": "$43M",
    "stage": "Public",
    "category": "AI Optimization",
    "stackLayer": "infrastructure",
    "whyItMatters": "First Korean AI optimization company to go public. NetsPresso compresses AI models for edge deployment. Clients include NVIDIA, Samsung, Qualcomm, Sony.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "AI model optimization and edge deployment platform",
    "description": "AI model optimization platform. NetsPresso automates compression, pruning, and quantization for on-device AI. IPO'd on KOSDAQ November 2025.",
    "founder": {
      "name": "Jimmy Lee",
      "title": "CEO"
    },
    "website": "https://nota.ai",
    "products": [
      {
        "name": "NetsPresso",
        "description": "AI model optimization platform",
        "link": "https://netspresso.ai"
      },
      {
        "name": "Nota Vision Agents",
        "description": "Real-time video analysis",
        "link": "https://nota.ai"
      }
    ],
    "competitors": [
      "OctoML",
      "Neural Magic",
      "Deci AI"
    ],
    "nativeName": "노타AI",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "persona-ai",
    "name": "Persona AI",
    "location": "Seoul, Korea",
    "employees": "60+",
    "founded": 2019,
    "valuation": "Pre-IPO",
    "marketCap": "$150M",
    "totalFunding": "$28M (KRW 41B cumulative incl. KRW 12B pre-IPO, Feb 2026)",
    "stage": "Pre-IPO",
    "category": "On-Device AI",
    "stackLayer": "foundation-models",
    "whyItMatters": "Proprietary SONA engine runs AI without internet or GPU — true edge AI. Critical for defense, edge computing, and offline environments. SK Telecom owns 9.2% stake.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean on-device AI engine for edge and defense",
    "description": "Proprietary AI engine SONA enables AI operations without internet or GPU. Two-time CES Innovation Award winner. 2025 Pre-Unicorn selection. Planning IPO.",
    "founder": {
      "name": "Lee Sang-hyuk",
      "title": "CEO"
    },
    "website": "https://personaai.co.kr",
    "products": [
      {
        "name": "SONA",
        "description": "On-device AI engine (no GPU needed)",
        "link": "https://personaai.co.kr"
      }
    ],
    "competitors": [
      "Qualcomm AI",
      "Apple Core ML",
      "MediaTek"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-02",
        "round": "Pre-IPO",
        "amount": "KRW 12B",
        "investors": [
          "LIG Nex1 / IBK Capital Defense Innovation Fund",
          "DB Technology Investment",
          "HB Investment"
        ],
        "sourceUrl": "https://en.wowtale.net/2026/02/05/233489/"
      }
    ]
  },
  {
    "id": "qraft-ai",
    "name": "Qraft AI",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Private",
    "category": "Financial AI",
    "description": "Korean AI-driven quantitative investment firm. Manages AI-powered ETFs listed on NYSE (AMOM, AIIQ). Qraft AI platform uses NLP-based financial sentiment analysis and AI factor modeling for institutional asset managers. Qraft AI Risk Indicator applies machine learning to portfolio stress-testing and drawdown prediction.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://www.qraftec.com",
    "products": [
      {
        "name": "Qraft AI Risk Indicator",
        "description": "Machine learning portfolio risk tool generating drawdown probability forecasts and factor stress-test scores for institutional asset managers.",
        "link": "https://www.qraftec.com/"
      },
      {
        "name": "Qraft AI",
        "description": "AI-managed ETFs and asset-management infrastructure",
        "link": "https://www.qraftec.com/solutions"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "AI ETFs on NYSE from a Korean quant: Qraft's SEC-regulated ETF products give it a compliance and distribution pathway into US institutional capital that few Korean fintech firms have established.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Financial AI",
    "nativeName": "크래프트테크놀로지스"
  },
  {
    "id": "rainbow-robotics",
    "name": "Rainbow Robotics",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2011,
    "valuation": "Public (KOSDAQ:277810)",
    "marketCap": "KRW 9.55T",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Physical AI",
    "description": "Korean KOSDAQ-listed robotics company (277810) behind the RB-Y1 bipedal humanoid and RB series of collaborative robots. Emerged from KAIST's Hubo humanoid robot research. Samsung Electronics holds approximately 15% stake. Targets humanoid manipulation and service-robot markets.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://rainbowrobotics.com",
    "products": [
      {
        "name": "Rainbow Robotics Humanoid Platform",
        "description": "Korean humanoid and manipulation robotics",
        "link": "https://rainbowrobotics.com"
      },
      {
        "name": "Rainbow Robotics",
        "description": "Korean humanoid and manipulation robotics platform",
        "link": "https://rainbowrobotics.com"
      }
    ],
    "competitors": [],
    "stackLayer": "hardware-chips",
    "whyItMatters": "Humanoid robotics with KAIST pedigree and Samsung backing: Rainbow's research lineage and strategic Samsung stake give it credibility in hardware R&D and enterprise channel access rare among sub-$1B robotics companies.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Physical AI",
    "nativeName": "레인보우로보틱스",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "rebellions",
    "name": "Rebellions",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2020,
    "valuation": "Series C",
    "marketCap": "$2.3B (pre-IPO round, Mar 2026)",
    "totalFunding": "$674M+ ($250M Series C + ~$424M pre-IPO Mar 2026, National Growth Fund/KDB/Mirae Asset)",
    "valuationUpdated": "2026-09-02",
    "stage": "Pre-IPO",
    "category": "Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korea builds the memory chips that power AI, but not the inference chips that run it. Rebellions is building the Korean alternative to NVIDIA for AI inference.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI inference chip to reduce NVIDIA dependency",
    "description": "Korean AI semiconductor company created through the Rebellions-SAPEON combination, now marketing RebelServer, the ATOM-Max server-to-POD product line, and SDK products for efficient sovereign and enterprise AI inference. Its IPO timetable moved from 2026 to a first-half 2027 target.",
    "founder": {
      "name": "Park Sung-hyun",
      "title": "CEO"
    },
    "website": "https://rebellions.ai",
    "products": [
      {
        "name": "RebelServer",
        "description": "Rebel100-powered server for efficient large-scale AI inference.",
        "link": "https://rebellions.ai/rebellions-product/rebelserver/"
      },
      {
        "name": "ATOM-Max",
        "description": "Rebellions ATOM inference systems from single server to rack-scale POD",
        "link": "https://rebellions.ai/rebellions-product/atom-max-server/"
      },
      {
        "name": "Rebellions SDK",
        "description": "Developer software stack for Rebellions NPUs.",
        "link": "https://rebellions.ai/rebellions-product/rebellions-sdk/"
      }
    ],
    "competitors": [
      "FuriosaAI",
      "NVIDIA",
      "Graphcore"
    ],
    "nativeName": "리벨리온",
    "sourceUrls": [
      "https://rebellions.ai/",
      "https://rebellions.ai/rebellions-product/rebelserver/",
      "https://rebellions.ai/rebellions-product/atom-max-server/",
      "https://rebellions.ai/rebellions-product/atom-max-pod/",
      "https://en.etnews.com/20260729200006"
    ],
    "fundingRounds": [
      {
        "date": "2024-02",
        "round": "Series C",
        "amount": "$250M"
      },
      {
        "date": "2026-03",
        "round": "Pre-IPO",
        "amount": "~$424M",
        "valuation": "$2.3B",
        "investors": [
          "National Growth Fund",
          "KDB",
          "Mirae Asset Group"
        ],
        "sourceUrl": "https://techcrunch.com/2026/03/30/ai-chip-startup-rebellions-raises-400-million-at-2-3b-valuation-in-pre-ipo-round/"
      }
    ]
  },
  {
    "id": "ridi",
    "name": "RIDI",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2011,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Private",
    "category": "Creative AI",
    "description": "Korea's leading ebook and digital comics platform with a catalog of 500,000+ titles. AI capabilities: machine translation for Japanese manga and light novels, personalized content recommendations based on reading history, and story-discovery ranking. Expanding RIDI AI Translation for Korean content localization into global markets.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://ridi.com",
    "products": [
      {
        "name": "RIDI AI Translation",
        "description": "Machine translation pipeline converting Japanese manga and light novels into Korean for RIDI's catalog, combining NLP translation models with human post-editing for quality control.",
        "link": "https://ridi.com"
      },
      {
        "name": "RIDI AI",
        "description": "AI translation and discovery for Korean webtoons and web novels",
        "link": "https://ridi.com"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean digital reading platform with AI translation flywheel: RIDI's translation-powered catalog expansion lets it grow Japanese content access for Korean readers while building a localization pipeline for K-content going outbound.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Creative AI"
  },
  {
    "id": "socra-ai",
    "name": "Socra AI",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2014,
    "valuation": "Series D",
    "marketCap": "$500M",
    "totalFunding": "$175M",
    "stage": "Series D",
    "category": "EdTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Socra AI is the current company behind Santa, Real Class, Real Academy, Real Speaking, and Vest Way, shifting from AI test prep toward a broader personal-tutor portfolio.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "AI-native education platform with global reach",
    "description": "Korean education AI company positioning its current mission around AI that grows humans, with products for test prep, ESL, K-12 output practice, speaking, and financial education.",
    "founder": {
      "name": "YJ Jang",
      "title": "CEO"
    },
    "website": "https://corp.socra.ai",
    "products": [
      {
        "name": "Santa",
        "description": "AI test-prep product for TOEIC and TOEFL.",
        "link": "https://kr.aitutorsanta.com/",
        "nativeName": "산타"
      },
      {
        "name": "Real Class",
        "description": "ESL learning product built around licensed real-world media content.",
        "link": "https://realclass.co.kr/new/promotion/package/primary"
      },
      {
        "name": "Real Academy",
        "description": "K-12 writing and speaking learning product with LIA, GV Lessons, and Echo.",
        "link": "https://www.realacademy.co.kr/promotion"
      },
      {
        "name": "Real Speaking",
        "description": "Beginner-friendly ESL speaking practice with English Twin and Real Mates.",
        "link": "https://realclass.co.kr/new/promotion/package/primary"
      },
      {
        "name": "Vest Way",
        "description": "Financial education product powered by Bloomberg market data.",
        "link": "https://play.google.com/store/apps/details?id=com.qualson.learntoearn"
      }
    ],
    "competitors": [
      "Duolingo",
      "Khan Academy",
      "Coursera"
    ],
    "sourceUrls": [
      "https://corp.socra.ai/",
      "https://corp.socra.ai/products",
      "https://corp.socra.ai/our-story",
      "https://corp.socra.ai/partnerships"
    ]
  },
  {
    "id": "ringle",
    "name": "Ringle",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2016,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Private",
    "category": "Education AI",
    "description": "Korean 1-on-1 English tutoring platform pairing Korean learners with tutors from top US and UK universities. Post-lesson AI analysis scores pronunciation, grammar, and speaking fluency with personalized corrective feedback. Expanding to Ringle Kids and Ringle Enterprise for corporate English programs.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://ringleplus.com",
    "products": [
      {
        "name": "Ringle AI Analysis",
        "description": "Post-lesson AI speech analysis feature.",
        "link": "https://www.ringleplus.com/en/1on1"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "AI-augmented tutor marketplace with premium positioning: Ringle's AI feedback layer on live tutoring creates a blended learning product that neither pure AI tools nor traditional tutoring agencies replicate well.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Education AI"
  },
  {
    "id": "rlwrld",
    "name": "RLWRLD",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2024,
    "valuation": "Series A",
    "marketCap": "Private",
    "totalFunding": "$41M ($15M Seed 1 + $26M Seed 2, Feb 2026)",
    "stage": "Seed",
    "category": "Robotics",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Building foundational models for physical AI tasks. Korea's entry into the robotics/autonomous operations space that US companies like Figure and Covariant dominate.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean physical AI and robotics coordination platform",
    "description": "Korea-based robotics software startup building foundational models for physical tasks. Came out of stealth with $14.8M seed funding led by Hashed and supported by Mirae Asset Venture Investment and Global Brain.",
    "founder": {
      "name": "Jung-Hee Ryu",
      "title": "Founder & CEO"
    },
    "website": "https://www.rlwrld.ai",
    "products": [
      {
        "name": "RLDX-1",
        "description": "Dexterity-first foundation model for robot hands, combining vision-language reasoning with motion, memory, tactile, and torque streams for industrial manipulation.",
        "link": "https://www.rlwrld.ai/ko/rldx-1"
      }
    ],
    "competitors": [
      "Scale AI",
      "UiPath",
      "DataRobot"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-02",
        "round": "Seed 2",
        "amount": "$26M",
        "investors": [
          "Headline Asia",
          "Z Venture Capital",
          "CJ Logistics",
          "Kakao Investment",
          "Lotte Ventures"
        ],
        "sourceUrl": "https://www.globenewswire.com/news-release/2026/02/26/3245146/0/en/RLWRLD-Raises-26M-Seed-2-Bringing-Total-Funding-to-41M-to-Scale-Industrial-Robotics-AI.html"
      }
    ]
  },
  {
    "id": "s2w",
    "name": "S2W",
    "location": "Seoul, Korea",
    "employees": "80+",
    "founded": 2018,
    "valuation": "Public (KOSDAQ:488280, listed Sep 2025)",
    "marketCap": "KRW 253.6B (Sep 2025 debut close)",
    "totalFunding": "IPO Sep 2025",
    "stage": "Public",
    "category": "Cybersecurity AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "KAIST spinoff that built DarkBERT (dark web language model, published at ACL 2023). First Korean company to become Microsoft Copilot for Security partner. Supported INTERPOL operations.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean AI-powered cyber threat intelligence",
    "description": "AI-powered cyber threat intelligence. Created DarkBERT for dark web analysis. SAIP enterprise AI security platform. Clients include Hyundai Steel, Lotte.",
    "founder": {
      "name": "Shin Seung-won",
      "title": "CEO"
    },
    "website": "https://s2w.inc",
    "products": [
      {
        "name": "SAIP",
        "description": "Enterprise AI security platform",
        "link": "https://s2w.inc"
      },
      {
        "name": "S2W",
        "description": "Dark-web threat intelligence and security analytics",
        "link": "https://s2w.inc"
      }
    ],
    "competitors": [
      "Recorded Future",
      "CrowdStrike",
      "Mandiant"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-09",
        "round": "IPO",
        "amount": "KOSDAQ 488280 (offer KRW 13,200)",
        "sourceUrl": "https://www.newsis.com/view/NISX20250918_0003333937"
      }
    ]
  },
  {
    "id": "saltlux",
    "name": "Saltlux",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2003,
    "valuation": "Public (KOSDAQ)",
    "marketCap": "$117M (KOSDAQ 304100, Jul 2026)",
    "totalFunding": "IPO 2020",
    "stage": "Public",
    "category": "Enterprise AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "One of Korea's longest-standing AI companies. Goover enterprise AI search agent uses Graph RAG. Developed proprietary LUXIA2 Korean LLM (18% faster than Llama3).",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean enterprise AI search and knowledge agent",
    "description": "Enterprise AI search agent (Goover) with Graph RAG. Proprietary LUXIA2 LLM optimized for Korean. Partnership with NHN. Serves finance, government, and telecom.",
    "founder": {
      "name": "Lee Kyung-il",
      "title": "CEO"
    },
    "website": "https://saltlux.com",
    "products": [
      {
        "name": "Goover",
        "description": "Enterprise AI search agent",
        "link": "https://goover.ai",
        "nativeName": "구버"
      }
    ],
    "competitors": [
      "Perplexity",
      "Glean",
      "Coveo"
    ],
    "nativeName": "솔트룩스",
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/304100/"
    ],
    "valuationUpdated": "2026-07-29"
  },
  {
    "id": "scatter-lab",
    "name": "Scatter Lab",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2016,
    "valuation": "Private",
    "marketCap": "$150M",
    "totalFunding": "$31M + ~KRW 50B Series D (Jun 2026, Atinum/SBVA/Mirae Asset)",
    "stage": "Series D",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Creator of Iruda (이루다), the viral 2020 Korean AI companion that pushed Korea's AI ethics debate forward, and now operator of Zeta (제타), an AI-native entertainment app with 800K+ MAU.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean conversational AI and AI companion platform",
    "description": "Consumer AI entertainment company. Iruda was Korea's first viral AI companion; Zeta is Scatter Lab's current character-chat and interactive-story platform, powered by its Spotwrite-1 entertainment model.",
    "founder": {
      "name": "Kim Jong-yoon",
      "title": "CEO"
    },
    "website": "https://scatterlab.co.kr",
    "products": [
      {
        "name": "Zeta",
        "description": "AI-native entertainment platform for character chat and interactive stories.",
        "link": "https://zeta-ai.io/ko",
        "nativeName": "제타"
      }
    ],
    "competitors": [
      "Character.ai",
      "Replika",
      "Pi"
    ],
    "nativeName": "스캐터랩",
    "sourceUrls": [
      "https://www.scatterlab.co.kr/ko/intro",
      "https://zeta-ai.io/ko"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-06",
        "round": "Series D",
        "amount": "~KRW 50B",
        "investors": [
          "Atinum Investment",
          "SBVA",
          "Mirae Asset Venture Investment"
        ],
        "sourceUrl": "https://www.sedaily.com/article/20055557"
      }
    ]
  },
  {
    "id": "sendbird",
    "name": "Sendbird",
    "location": "Seoul / San Mateo, USA",
    "employees": "300+",
    "founded": 2013,
    "valuation": "Private",
    "marketCap": "$1B (Series C, Mar 2021)",
    "totalFunding": "$218M",
    "stage": "Late",
    "category": "AI Communications",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korean-founded unicorn pivoting into AI agents. Delight.ai is a branded AI concierge with long-term memory, deployed across chat, voice, SMS, email. 7B conversations/month infrastructure.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean-founded omnichannel AI agent platform",
    "description": "Korean-founded communications infrastructure company now focused on enterprise AI customer experience through Delight.ai, its branded Sendbird AI Agent product family built on messaging, voice, and video infrastructure.",
    "founder": {
      "name": "John S. Kim",
      "title": "CEO"
    },
    "website": "https://sendbird.com",
    "products": [
      {
        "name": "Sendbird",
        "description": "Chat/messaging API (7B convos/mo)",
        "link": "https://sendbird.com"
      },
      {
        "name": "Delight.ai",
        "description": "AI concierge with long-term memory",
        "link": "https://delight.ai"
      },
      {
        "name": "Sendbird Desk AI",
        "description": "AI-assisted customer support ticketing embedded in Sendbird messaging — auto-classifies incoming issues, suggests agent responses, and resolves common queries end-to-end.",
        "link": "https://sendbird.com"
      },
      {
        "name": "Sendbird Voice AI",
        "description": "Real-time speech-to-text transcription and voice message AI features within Sendbird's in-app voice communication SDK for mobile and web applications.",
        "link": "https://sendbird.com"
      }
    ],
    "competitors": [
      "Intercom",
      "Zendesk",
      "Twilio"
    ],
    "nativeName": "센드버드",
    "sourceUrls": [
      "https://docs.sendbird.com/docs/ai-agent/guide/v1/overview",
      "https://sendbird.com/customers",
      "https://claude.com/customers/sendbird",
      "https://pitchbook.com/profiles/company/121369-42"
    ],
    "valuationUpdated": "2026-07-29"
  },
  {
    "id": "sk-telecom",
    "name": "SK Telecom",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 1984,
    "valuation": "Public (KRX:017670)",
    "marketCap": "$13.38B",
    "totalFunding": "Public",
    "stage": "Public",
    "category": "Foundation Models",
    "description": "Korea's largest mobile carrier and a cornerstone of Korean sovereign AI. Runs A.Dot (에이닷), an Anthropic Claude-based Korean AI assistant, and NUGU (누구), a voice AI platform deployed across smart speakers, appliances, and in-vehicle systems. Strategic AI investments include participation in Anthropic's Series C-D rounds and domestic AI infrastructure programs. KOSPI-listed (017670), market cap ~$13.4B.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://www.sktelecom.com",
    "products": [
      {
        "name": "A.Dot",
        "description": "Personal AI assistant for search, calls, notes, schedules, briefings, and cross-device workflows.",
        "link": "https://a.sktelecom.com/",
        "nativeName": "에이닷"
      },
      {
        "name": "NUGU",
        "description": "Voice assistant and conversational AI platform used across speakers, appliances, and in-vehicle services.",
        "link": "https://www.nugu.co.kr/",
        "nativeName": "누구"
      },
      {
        "name": "A.X",
        "description": "Korean foundation-model series led by the open-weight 688B A.X K2 generation and its lightweight, vision, and audio derivatives.",
        "link": "https://huggingface.co/skt/A.X-K2"
      }
    ],
    "competitors": [],
    "stackLayer": "foundation-models",
    "whyItMatters": "Sovereign AI distribution lever: 30M+ mobile subscribers give A.Dot and NUGU a built-in install base that no Korean AI startup can match organically. SKT's Anthropic relationship and telecom infrastructure shape how most Koreans first encounter conversational AI.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Foundation Models",
    "sourceUrls": [
      "https://stockanalysis.com/quote/krx/017670/company/",
      "https://companiesmarketcap.com/sk-telecom/marketcap/",
      "https://www.nugu.co.kr/",
      "https://a.sktelecom.com/",
      "https://www.sktelecom.com/en/press/press_detail.do?idx=1673"
    ],
    "nativeName": "SK텔레콤",
    "valuationUpdated": "2026-06-18"
  },
  {
    "id": "superb-ai",
    "name": "Superb AI",
    "location": "Seoul, Korea",
    "employees": "80+",
    "founded": 2018,
    "valuation": "Pre-IPO",
    "marketCap": "$200M",
    "totalFunding": "$43M",
    "stage": "Pre-IPO",
    "category": "AI Data Platform",
    "stackLayer": "infrastructure",
    "whyItMatters": "Korea's Scale AI. Vision AI platform for data curation, labeling, model training. Only Korean company in NVIDIA Inception's Physical AI ecosystem. Planning IPO H1 2026.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI data management and computer vision platform",
    "description": "One-stop computer vision AI platform for dataset management, model training, and deployment. Y Combinator graduate. Investors include Samsung, Hyundai, POSCO, Kakao.",
    "founder": {
      "name": "Kim Hyun-su",
      "title": "CEO"
    },
    "website": "https://superb-ai.com",
    "products": [
      {
        "name": "Superb Platform",
        "description": "Vision AI data management",
        "link": "https://superb-ai.com"
      }
    ],
    "competitors": [
      "Scale AI",
      "Labelbox",
      "V7"
    ],
    "nativeName": "슈퍼브에이아이",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-12",
        "round": "Pre-IPO",
        "amount": "KRW 14B",
        "investors": [
          "Hanwha Asset Management",
          "POSCO Investment"
        ],
        "sourceUrl": "https://en.wowtale.net/2025/12/16/233076/"
      }
    ]
  },
  {
    "id": "supertone",
    "name": "Supertone",
    "location": "Seoul, Korea",
    "employees": "80+",
    "founded": 2020,
    "valuation": "HYBE subsidiary",
    "marketCap": "Not disclosed",
    "totalFunding": "Acquired by HYBE",
    "stage": "Corporate",
    "category": "Voice AI",
    "stackLayer": "foundation-models",
    "whyItMatters": "World-leading voice AI from Korea, backed by K-pop's biggest company (BTS agency). Voice synthesis, singing voice generation, AI dubbing. Expanded Korean content to 22 countries.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI voice synthesis and dubbing platform",
    "description": "AI voice synthesis, singing voice generation, and AI dubbing. Acquired by HYBE (BTS agency). Created virtual K-pop group SYNDI8. SNU research spinoff.",
    "founder": {
      "name": "Lee Kyo-gu",
      "title": "CEO"
    },
    "website": "https://supertone.ai",
    "products": [
      {
        "name": "Supertone Voice",
        "description": "AI voice synthesis",
        "link": "https://supertone.ai"
      },
      {
        "name": "Supertone",
        "description": "Voice synthesis, conversion and dubbing for entertainment production",
        "link": "https://supertone.ai"
      }
    ],
    "competitors": [
      "ElevenLabs",
      "Resemble AI",
      "Murf"
    ],
    "nativeName": "수퍼톤",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "toss",
    "name": "Toss",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2013,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 1.6T+ (US IPO targeted, $10B+ reported goal)",
    "stage": "Pre-IPO",
    "category": "Financial AI",
    "description": "Korea's largest fintech super-app operating Toss, Toss Bank, Toss Securities, and Toss Insurance under Viva Republica. AI powers real-time fraud detection, alternative credit scoring for thin-file borrowers, customer-support chatbots, and personalized financial-product recommendations. Pre-IPO; last reported valuation ~$7.4B (2021 Series G).",
    "founder": {
      "name": "Lee Seung-gun",
      "title": "CEO & Founder"
    },
    "website": "https://toss.im",
    "products": [
      {
        "name": "Toss AI Customer Support",
        "description": "Conversational AI handling customer inquiries for Toss Bank, Toss Securities, and Toss Insurance — resolves account, transaction, and product questions before routing to human agents.",
        "link": "https://toss.im"
      },
      {
        "name": "Toss Fraud Detection",
        "description": "Real-time ML fraud scoring system evaluating transaction patterns, device signals, and behavioral biometrics across all Toss financial products to block fraudulent activity instantly.",
        "link": "https://toss.im"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Fintech super-app with 30M+ users as AI distribution layer: Toss's single app spanning banking, brokerage, and insurance creates a cross-product data advantage for fraud and credit AI that standalone fintechs cannot match.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Financial AI",
    "nativeName": "토스",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "twelve-labs",
    "name": "Twelve Labs",
    "location": "San Francisco / Seoul",
    "employees": "50+",
    "founded": 2021,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "~$150M ($100M Series B Jul 2026, NEA + Naver Ventures co-led, Amazon participating)",
    "stage": "Series B",
    "category": "Video AI",
    "stackLayer": "infrastructure",
    "whyItMatters": "Korean-founded AI infrastructure company building video understanding APIs. One of the few Korean teams competing in the global AI infrastructure layer.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Video understanding API — Korean-founded infrastructure play",
    "description": "Video understanding AI. Semantic search and analysis for video content.",
    "founder": {
      "name": "Jae Lee",
      "title": "CEO"
    },
    "website": "https://twelvelabs.io",
    "products": [
      {
        "name": "Twelve Labs API",
        "description": "Video understanding",
        "link": "https://twelvelabs.io"
      }
    ],
    "competitors": [
      "Google",
      "Runway",
      "Pika"
    ],
    "nativeName": "트웰브랩스",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2024-06",
        "round": "Series A",
        "amount": "$50M",
        "investors": [
          "NEA",
          "NVIDIA NVentures"
        ],
        "sourceUrl": "https://techfundingnews.com/twelvelabs-raises-100m-as-amazon-secures-aws-as-its-preferred-cloud/"
      },
      {
        "date": "2026-07",
        "round": "Series B",
        "amount": "$100M",
        "investors": [
          "NEA",
          "Naver Ventures",
          "Amazon"
        ],
        "sourceUrl": "https://www.bloomberg.com/news/articles/2026-07-01/video-search-startup-raises-100-million-from-amazon-vc-funds"
      }
    ]
  },
  {
    "id": "upstage",
    "name": "Upstage",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2020,
    "valuation": "Private",
    "marketCap": "KRW 790B (Aug 2025 round, reported)",
    "totalFunding": "$380.6M policy-fund investment approved May 2026",
    "valuationUpdated": "2026-07-05",
    "stage": "Pre-IPO",
    "category": "Enterprise AI",
    "stackLayer": "foundation-models",
    "whyItMatters": "Korea has no sovereign LLM with meaningful global adoption. Every Korean enterprise sends data to US providers. Upstage is the closest to changing that.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Sovereign foundation model for Korean enterprise",
    "description": "Korean enterprise AI and sovereign LLM company behind Solar Pro 3, Solar Mini, Syn Pro, Upstage Studio, AI Space, and document-intelligence APIs.",
    "founder": {
      "name": "Kim Sung-hoon",
      "title": "CEO"
    },
    "website": "https://upstage.ai",
    "products": [
      {
        "name": "Solar LLM",
        "description": "Korean enterprise LLM",
        "link": "https://upstage.ai",
        "nativeName": "솔라 LLM"
      },
      {
        "name": "AskUp",
        "description": "Messenger-based assistant combining document OCR, question answering, and web search through KakaoTalk and LINE.",
        "link": "https://www.upstage.ai/apps/askup",
        "nativeName": "아숙업"
      },
      {
        "name": "Upstage Studio",
        "description": "Agent builder for enterprise document workflows.",
        "link": "https://www.upstage.ai/products/studio"
      },
      {
        "name": "AI Space",
        "description": "Document workspace with source-grounded answers and extraction.",
        "link": "https://www.upstage.ai/products/ai-space"
      }
    ],
    "competitors": [
      "Naver",
      "OpenAI",
      "Anthropic"
    ],
    "nativeName": "업스테이지",
    "sourceUrls": [
      "https://www.upstage.ai/blog/en/solar-pro-3-0127",
      "https://www.upstage.ai/products/studio",
      "https://www.upstage.ai/products/ai-space",
      "https://www.upstage.ai/blog/en/upstage-ai-jp-syn-pro",
      "https://www.upstage.ai/apps/askup"
    ],
    "fundingRounds": [
      {
        "date": "2026-05",
        "round": "Growth (policy fund)",
        "amount": "~KRW 560B",
        "investors": [
          "National Growth Fund / Strategic Industries Fund"
        ],
        "sourceUrl": "https://blog.pebblous.ai/report/upstage-national-fund-2026-05/en/"
      }
    ]
  },
  {
    "id": "vessl-ai",
    "name": "VESSL AI",
    "location": "Seoul, Korea",
    "employees": "40+",
    "founded": 2020,
    "valuation": "Private",
    "marketCap": "$50M",
    "totalFunding": "$16.8M",
    "stage": "Series A",
    "category": "GPU Cloud & MLOps",
    "stackLayer": "infrastructure",
    "whyItMatters": "Repositioned from MLOps to GPU infrastructure — a Korean 'neocloud' running 'The GPU Liquidity Layer' that routes and guarantees multi-cloud GPU capacity. Still ships its original MLOps platform (experiment tracking to deployment), used by enterprises and research labs including Hyundai, Upstage, Oracle, and KAIST.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean GPU cloud and MLOps platform for AI infrastructure",
    "description": "VESSL AI runs two products: VESSL Cloud, a 'GPU Liquidity Layer' that accesses, routes, and guarantees multi-cloud GPU capacity, and its original VESSL MLOps Platform for experiment tracking, training orchestration, and deployment pipelines. Cuts GPU costs via multi-cloud spot, on-demand, and reserved capacity. Founded in 2020 by CEO Jaeman Ahn (KAIST), who was named to Forbes' 2025 list of AI founders to watch.",
    "founder": {
      "name": "Jaeman Ahn",
      "title": "CEO & Founder"
    },
    "website": "https://vessl.ai",
    "products": [
      {
        "name": "VESSL Cloud",
        "description": "Managed GPU cloud marketed as the 'GPU Liquidity Layer' — it accesses, routes, and guarantees GPU capacity across multiple clouds globally, with persistent access to A100, H100, H200, B200, GB200, and B300 GPUs under spot, on-demand, and reserved pricing. Multi-cloud auto-failover switches providers without interrupting running jobs, and a unified multi-cluster, multi-region view removes waitlists while blending spot, on-demand, and reserved capacity to cut GPU cost.",
        "link": "https://cloud.vessl.ai"
      },
      {
        "name": "VESSL MLOps Platform",
        "description": "End-to-end MLOps control plane that takes AI teams from experiment to production on any connected GPU cluster. Its building blocks include Run (a Kubernetes-backed atomic workload defined in YAML via `vessl run`), Serve (autoscaling inference endpoints with staged rollouts and monitoring), Pipelines (reproducible training-to-deployment workflows), Cluster (hybrid pooling of on-prem and multi-cloud GPUs), and Hub (one-click example models). A web console handles visual cluster management while a CLI runs native workflows. Adopted by enterprises and research labs including Hyundai, Upstage, Oracle, and KAIST.",
        "link": "https://app.vessl.ai"
      }
    ],
    "competitors": [
      "CoreWeave",
      "Lambda",
      "RunPod",
      "Weights & Biases",
      "MLflow"
    ],
    "sourceUrls": [
      "https://vessl.ai/en",
      "https://cloud.vessl.ai",
      "https://docs.vessl.ai"
    ],
    "nativeName": "베슬에이아이"
  },
  {
    "id": "voithru",
    "name": "Voithru",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": "Not disclosed",
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Private",
    "category": "Creative AI",
    "description": "Korean AI-driven media localization company. Voithru Subtitles automates subtitle generation for Korean video content; Voithru Dubbing adapts dialogue into target languages with AI voice synthesis; Voithru Localization AI manages end-to-end multilingual workflows for Korean broadcasters and OTT platforms.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://voithru.com",
    "products": [
      {
        "name": "Voithru Localization AI",
        "description": "End-to-end multilingual localization workflow platform managing AI translation, timing, QA, and delivery for Korean broadcast and streaming content at scale.",
        "link": "https://voithru.com"
      },
      {
        "name": "Voithru",
        "description": "AI localization pipeline for subtitles and dubbing",
        "link": "https://voithru.com"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean content localization AI at the K-Wave supply chain: Voithru sits at the intersection of rising global demand for Korean content and the bottleneck of human subtitle and dubbing throughput.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Creative AI",
    "nativeName": "보이스루"
  },
  {
    "id": "vuno",
    "name": "Vuno",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2014,
    "valuation": "Public (KOSDAQ)",
    "marketCap": "KRW 124.48B",
    "totalFunding": "IPO 2020",
    "stage": "Public",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Alongside Lunit, proves Korea has deep healthcare AI expertise. VUNO Med combines regulated imaging AI with DeepCARS cardiac-arrest risk prediction, but its disclosed global deployment scale is weaker than Lunit's.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean medical AI diagnostics platform",
    "description": "Korean medical AI company with VUNO Med imaging products, VUNO Med-DeepCARS cardiac-arrest risk prediction, and VUNO Care-HATIV chronic-care products.",
    "founder": {
      "name": "Hyun-Jun Kim",
      "title": "CEO"
    },
    "website": "https://vuno.co",
    "products": [
      {
        "name": "VUNO Med",
        "description": "Regulated medical AI suite for imaging and DeepCARS cardiac-arrest risk prediction.",
        "link": "https://www.vuno.co/en/chest"
      }
    ],
    "competitors": [
      "Lunit",
      "Aidoc",
      "Viz.ai"
    ],
    "nativeName": "뷰노",
    "sourceUrls": [
      "https://www.vuno.co/en",
      "https://www.vuno.co/en/chest",
      "https://www.vuno.co/en/fundus",
      "https://www.vuno.co/en/deepcars",
      "https://stockanalysis.com/quote/kosdaq/338220/statistics/"
    ],
    "valuationUpdated": "2026-06-18"
  },
  {
    "id": "watcha",
    "name": "Watcha",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2011,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$200M+",
    "stage": "Private",
    "category": "Creative AI",
    "description": "Korean video streaming service differentiating on AI-driven personalized recommendations. WATCHA PEDIA collects explicit star ratings from 6M+ users and applies collaborative filtering to surface high-fit content. Korean and Japanese content depth positions it as a niche alternative to Netflix Korea, where prediction transparency is a feature. Watcha entered court-led rehabilitation in August 2025; a court-run M&A sale process (Samjong KPMG) saw failed auctions in March-April 2026 after CJ ENM and Kinolights withdrew. The service continues operating but the company's survival is uncertain.",
    "founder": {
      "name": "Not disclosed",
      "title": "Leadership"
    },
    "website": "https://watcha.com",
    "products": [
      {
        "name": "WATCHA PEDIA Predicted Rating",
        "description": "WATCHA PEDIA's rating-based recommendation engine.",
        "link": "https://pedia.watcha.com/ko-KR"
      }
    ],
    "competitors": [],
    "stackLayer": "vertical-ai",
    "whyItMatters": "Explicit-rating recommendation dataset vs. implicit-signal incumbents: Watcha's star-rating-first UX generates a higher-signal training dataset than click-based implicit feedback, supporting more accurate long-tail recommendations.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Creative AI",
    "nativeName": "왓챠"
  },
  {
    "id": "wrtn",
    "name": "Wrtn",
    "nativeName": "뤼튼",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2021,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "130B KRW+",
    "valuationUpdated": "2025-03-31",
    "stage": "Series B",
    "category": "Consumer AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korea's largest consumer AI super-app with 5M+ MAU. On track for $100M ARR — proves Korean AI companies can build massive consumer products, not just enterprise tools. Cumulative funding ~130B KRW after a 108B KRW Series B in 2025-03.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean consumer AI super-app with agent capabilities",
    "description": "Korean consumer AI super-app operated by Wrtn Technologies (뤼튼테크놀로지스). Offers free access to frontier models, interactive storytelling (Crack), a creator studio, and a KakaoTalk agent. 5M+ MAU across Korea and Japan; planning US market entry mid-2026 and IPO by 2028.",
    "founder": {
      "name": "Lee Se-young",
      "title": "CEO"
    },
    "website": "https://wrtn.io",
    "products": [
      {
        "name": "Wrtn AI",
        "nativeName": "뤼튼 AI",
        "description": "Consumer AI super-app with free frontier-model access and agent capabilities.",
        "link": "https://wrtn.io"
      },
      {
        "name": "Crack",
        "nativeName": "크랙",
        "description": "AI character and interactive storytelling service for personalized stories, AI characters, genre discovery, and creator participation.",
        "link": "https://wrtn.io/crack/"
      },
      {
        "name": "Wrtn Studio",
        "description": "Creator studio for building agents and AI workflows on top of Wrtn's distribution.",
        "link": "https://wrtn.io"
      }
    ],
    "competitors": [
      "ChatGPT",
      "Perplexity",
      "Character.ai"
    ]
  },
  {
    "id": "42dot",
    "name": "42dot",
    "nativeName": "포티투닷",
    "location": "Seoul, Korea",
    "employees": "500+",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "1.5T KRW+",
    "stage": "Corporate",
    "category": "Autonomous Mobility",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Hyundai Motor Group's AI mobility center, leading Korea's effort to ship a national software-defined vehicle platform. Owns UMOS and centralizes Hyundai/Kia AV stack work.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI-native autonomous mobility platform tied to a global OEM",
    "description": "Hyundai Motor Group's autonomous mobility subsidiary building UMOS — a unified mobility OS — and AI-native AV software for Hyundai/Kia vehicles. Acquired by Hyundai in 2022 and absorbed into the group's AI strategy.",
    "founder": {
      "name": "Tae-Won Song",
      "title": "CEO"
    },
    "website": "https://42dot.ai",
    "products": [
      {
        "name": "UMOS",
        "nativeName": "유모스",
        "description": "Unified Mobility OS connecting AVs, rider apps, fleet management, and city infrastructure.",
        "link": "https://42dot.ai"
      },
      {
        "name": "42dot SDV Platform",
        "description": "Software-defined vehicle platform powering Hyundai and Kia next-generation AI vehicles.",
        "link": "https://42dot.ai"
      }
    ],
    "competitors": [
      "Waymo",
      "Tesla Autopilot",
      "Mobileye"
    ]
  },
  {
    "id": "autonomous-a2z",
    "name": "Autonomous a2z",
    "nativeName": "오토노머스에이투지",
    "location": "Daegu, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 122.5B cumulative (incl. KRW 40.5B pre-IPO, Mar 2026)",
    "stage": "Pre-IPO",
    "category": "Autonomous Mobility",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's most active independent AV operator outside the chaebols. Runs revenue-generating autonomous shuttle, robotaxi, and AV-truck pilots across multiple Korean cities.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Independent Korean autonomous-driving platform with deployed pilots",
    "description": "Autonomous driving platform for smart city integration, robotaxis, autonomous shuttles, and AV trucks. Operates one of the largest fleets of permitted autonomous vehicles in Korea.",
    "founder": {
      "name": "Tak Han Han",
      "title": "CEO"
    },
    "website": "https://autoa2z.ai",
    "products": [
      {
        "name": "a2z AV Stack",
        "description": "Full autonomous-driving stack covering perception, planning, and control for level 4 services.",
        "link": "https://autoa2z.ai"
      }
    ],
    "competitors": [
      "Waymo",
      "42dot",
      "Pony.ai"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-03",
        "round": "Pre-IPO",
        "amount": "KRW 40.5B",
        "investors": [
          "DS Investment Partners"
        ],
        "sourceUrl": "https://www.koreaherald.com/article/10692899"
      }
    ]
  },
  {
    "id": "wirobotics",
    "name": "WIRobotics",
    "nativeName": "위로보틱스",
    "location": "Seongnam, Korea",
    "employees": "100+",
    "founded": 2021,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "95B KRW+",
    "valuationUpdated": "2026-05-17",
    "stage": "Series B",
    "category": "Robotics",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korean humanoid + wearable robotics challenger spun out of Hyundai/Naver Labs alumni. Selected for AWS + NVIDIA's 2026 Physical AI Fellowship — one of the strongest Korean entries into the global humanoid race.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean humanoid robotics platform with wearable-robotics data moat",
    "description": "Korean robotics startup behind WIM, a wearable walking-assist robot, and ALLEX, a humanoid robot trained on real-world movement data collected through WIM deployments.",
    "founder": {
      "name": "Lee Yeon Baek",
      "title": "CEO"
    },
    "website": "https://wirobotics.com",
    "products": [
      {
        "name": "WIM",
        "nativeName": "윔",
        "description": "Wearable walking-assist robot for daily mobility and rehabilitation.",
        "link": "https://wirobotics.com"
      },
      {
        "name": "ALLEX",
        "description": "Humanoid robotics platform trained on real-world human movement data.",
        "link": "https://wirobotics.com"
      }
    ],
    "competitors": [
      "Figure",
      "1X",
      "Holiday Robotics"
    ]
  },
  {
    "id": "holiday-robotics",
    "name": "Holiday Robotics",
    "nativeName": "홀리데이로보틱스",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2024,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 17.5B seed (Aug 2024); ~KRW 150B Series A raise launched Dec 2025 (reported, not closed)",
    "stage": "Seed",
    "category": "Robotics",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Early-stage Korean humanoid challenger backed by deep-tech VCs. Targets a general-purpose humanoid platform that competes with Figure and 1X rather than the industrial-arm market dominated by Doosan and Rainbow.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Independent Korean humanoid-robot challenger",
    "description": "Korean humanoid robotics startup developing AI-driven general-purpose humanoid platforms. Founded by alumni of major Korean robotics labs.",
    "founder": {
      "name": "Not disclosed",
      "title": "CEO"
    },
    "website": "https://holiday-robotics.com",
    "products": [
      {
        "name": "Holiday Humanoid",
        "description": "General-purpose humanoid robot in active development.",
        "link": "https://holiday-robotics.com"
      }
    ],
    "competitors": [
      "Figure",
      "1X",
      "WIRobotics"
    ],
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "nearthlab",
    "name": "Nearthlab",
    "nativeName": "니어스랩",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 66.4B cumulative (Aug 2025); KOSDAQ listing review filed Apr 2026",
    "stage": "Pre-IPO",
    "category": "Robotics",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Globally deployed autonomous-drone AI for wind-turbine and renewable-energy inspection. One of the few Korean physical-AI companies with named international customers and operational deployments outside Korea.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean autonomous-drone AI for industrial inspection",
    "description": "Autonomous drone software powered by proprietary deep-learning algorithms for wind, energy, and defense inspection. Customers include major wind operators in the US, Europe, and Asia.",
    "founder": {
      "name": "Jay Choi",
      "title": "CEO"
    },
    "website": "https://nearthlab.com",
    "products": [
      {
        "name": "Nearthlab Autonomous Drone Inspection",
        "description": "Autonomous drone + AI vision platform for industrial inspection of wind turbines, energy assets, and infrastructure.",
        "link": "https://nearthlab.com"
      },
      {
        "name": "Nearthlab Defense Drone",
        "description": "Autonomous tactical drone solution adapted from Nearthlab's industrial-inspection stack.",
        "link": "https://nearthlab.com"
      }
    ],
    "competitors": [
      "Skydio",
      "Percepto"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-04",
        "round": "Pre-IPO",
        "amount": "KOSDAQ listing review filed",
        "sourceUrl": "https://www.mt.co.kr/future/2026/04/21/2026040914302389436"
      }
    ]
  },
  {
    "id": "beyond-honeycomb",
    "name": "Beyond Honeycomb",
    "nativeName": "비욘드허니컴",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2021,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 19.6B cumulative (~$14M; Series A bridge KRW 10B, Jul 2025)",
    "stage": "Series A",
    "category": "Robotics",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Rare Korean physical-AI play targeting restaurant kitchens. Founders are former Samsung AI and robotics researchers; product reproduces world-class chef-quality cooking with real-time sensing.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI-driven cooking robotics for restaurants",
    "description": "AI cooking robotics startup. Flagship product GRILL X autonomously grills meats with real-time analysis, replicating recipes from world-class chefs.",
    "founder": {
      "name": "Jung Ho Bae",
      "title": "CEO"
    },
    "website": "https://www.beyondhoneycomb.com",
    "products": [
      {
        "name": "GRILL X",
        "description": "AI cooking robot that grills meats with real-time vision-based control of doneness and seasoning.",
        "link": "https://www.beyondhoneycomb.com"
      }
    ],
    "competitors": [
      "Miso Robotics",
      "Picnic"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-07",
        "round": "Series A bridge",
        "amount": "KRW 10B",
        "investors": [
          "LB Investment",
          "KDB",
          "Devsisters Ventures"
        ],
        "sourceUrl": "https://www.venturesquare.net/992062"
      }
    ]
  },
  {
    "id": "seoul-robotics",
    "name": "Seoul Robotics",
    "nativeName": "서울로보틱스",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Series B",
    "category": "Robotics",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean 3D-vision-from-infrastructure pioneer. Deploys roadside-perception AV systems at BMW Group plants — a globally repeatable use case that does not need full vehicle-mounted L4 to deliver value.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean infrastructure-based 3D perception for mobility and AV",
    "description": "3D computer-vision software for LiDAR sensors. Powers BMW Group's autonomous in-plant vehicle movement (Level 4 Logistics) and smart-city perception deployments.",
    "founder": {
      "name": "HanBin Lee",
      "title": "CEO"
    },
    "website": "https://www.seoulrobotics.org",
    "products": [
      {
        "name": "SENSR",
        "description": "3D perception software stack that turns infrastructure LiDAR data into actionable AI insights.",
        "link": "https://www.seoulrobotics.org"
      },
      {
        "name": "Level 5 Control Tower",
        "description": "Infrastructure-based autonomous-vehicle control system used by BMW for plant logistics.",
        "link": "https://www.seoulrobotics.org"
      }
    ],
    "competitors": [
      "Velodyne Lidar",
      "Ouster"
    ]
  },
  {
    "id": "robotis",
    "name": "ROBOTIS",
    "nativeName": "로보티즈",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 1999,
    "valuation": "Public (KOSDAQ:108490)",
    "marketCap": "KRW 3.33T",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Robotics",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Listed Korean robotics-platform company. Ships Dynamixel actuators and TurtleBot reference platforms used by global research labs — a hardware-layer Korean export many international roboticists already rely on.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean robotics actuator and reference-platform vendor",
    "description": "Korean robotics company specializing in Dynamixel smart actuators, OpenManipulator robotic arms, TurtleBot mobile robots, and autonomous-delivery platforms.",
    "founder": {
      "name": "Byoung Soo Kim",
      "title": "CEO"
    },
    "website": "https://www.robotis.us/",
    "products": [
      {
        "name": "Dynamixel",
        "description": "Programmable smart actuators used in robotics research and humanoid development worldwide.",
        "link": "https://www.robotis.us/"
      },
      {
        "name": "TurtleBot",
        "description": "Open-source ROS reference mobile robot used for research and education.",
        "link": "https://www.robotis.us/"
      },
      {
        "name": "GAEMI",
        "description": "Autonomous indoor delivery robot platform.",
        "link": "https://www.robotis.us/"
      }
    ],
    "competitors": [
      "Universal Robots",
      "Maxon Motor"
    ],
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "panmnesia",
    "name": "Panmnesia",
    "nativeName": "파네시아",
    "location": "Daejeon, Korea",
    "employees": "Not disclosed",
    "founded": 2022,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Series A",
    "category": "Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korean CXL pioneer building the interconnect fabric AI servers and disaggregated memory need. KAIST spin-off; one of the few Korean chip startups attacking the AI data-center memory hierarchy rather than accelerators.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean CXL fabric switch and disaggregated memory hardware",
    "description": "KAIST spin-off building PCIe 6.4 and CXL 3.2 fabric switches and IP for AI servers and memory-disaggregated data centers.",
    "founder": {
      "name": "Myoungsoo Jung",
      "title": "CEO"
    },
    "website": "https://panmnesia.com",
    "products": [
      {
        "name": "Panmnesia CXL Switch",
        "description": "PCIe 6.4 / CXL 3.2 fabric switch for AI servers and disaggregated memory pools.",
        "link": "https://panmnesia.com"
      },
      {
        "name": "Panmnesia CXL IP",
        "description": "Composable CXL controller and switch IP for hyperscale and enterprise AI infrastructure.",
        "link": "https://panmnesia.com"
      }
    ],
    "competitors": [
      "Astera Labs",
      "Marvell"
    ]
  },
  {
    "id": "mobilint",
    "name": "Mobilint",
    "nativeName": "모빌린트",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 70B Series C (Apr 2026)",
    "stage": "Series C",
    "category": "Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korean edge-AI NPU vendor positioning between Nvidia Jetson and pure microcontroller MLs. Targets industrial vision, robotics, and AI PCs — complementary to Rebellions/Furiosa data-center plays.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean edge-AI NPU and industrial AI PC hardware",
    "description": "Edge-AI hardware company building Aries and Regulus NPUs and the MLX-A1 industrial AI PC for vision, voice, and on-device LLM workloads.",
    "founder": {
      "name": "Dongjoo Shin",
      "title": "CEO"
    },
    "website": "https://www.mobilint.com",
    "products": [
      {
        "name": "ARIES",
        "description": "High-performance edge NPU for industrial vision, robotics, and smart infrastructure.",
        "link": "https://www.mobilint.com"
      },
      {
        "name": "MLX-A1",
        "description": "Industrial AI PC with an 80 TOPS NPU for vision, voice, and on-device LLM tasks.",
        "link": "https://www.mobilint.com"
      }
    ],
    "competitors": [
      "NVIDIA Jetson",
      "Hailo",
      "Ambarella"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-04",
        "round": "Series C",
        "amount": "KRW 70B",
        "investors": [
          "Praxis Capital Partners",
          "POSCO Investment",
          "Company K Partners"
        ],
        "sourceUrl": "https://en.wowtale.net/2026/04/07/233820/"
      }
    ]
  },
  {
    "id": "dnotitia",
    "name": "Dnotitia",
    "nativeName": "디노티시아",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2023,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 90B Series A (Apr 2026, Elohim-led)",
    "stage": "Series A",
    "category": "Infrastructure",
    "stackLayer": "infrastructure",
    "whyItMatters": "Korean entry into the on-device AI memory and personalization stack. Combines vector databases, NPUs, and SLMs into a single personal-AI product — a credible local alternative to cloud-only memory products.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean on-device long-term-memory AI stack",
    "description": "Personal AI infrastructure startup. Mnemos integrates on-device LLM inference with vector databases and personal memory, positioned for AI PCs and edge devices.",
    "founder": {
      "name": "Jeong Ho Jeon",
      "title": "CEO"
    },
    "website": "https://dnotitia.com",
    "products": [
      {
        "name": "Mnemos",
        "description": "On-device personal AI with vector-database-backed long-term memory.",
        "link": "https://dnotitia.com"
      }
    ],
    "competitors": [
      "Pinecone",
      "Chroma"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-04",
        "round": "Series A",
        "amount": "KRW 90B",
        "investors": [
          "Elohim Partners",
          "Kiwoom Investment",
          "Shinhan Venture Investment"
        ],
        "sourceUrl": "https://www.mt.co.kr/amp/future/2026/04/21/2026042113540847619"
      }
    ]
  },
  {
    "id": "bos-semiconductors",
    "name": "Bos Semiconductors",
    "nativeName": "보스반도체",
    "location": "Seongnam, Korea",
    "employees": "Not disclosed",
    "founded": 2021,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Series A",
    "category": "Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korean automotive-AI silicon play built by ex-Samsung Exynos engineers. Targets the on-vehicle compute layer that Korea's OEMs (Hyundai, Kia) need to own as SDV strategies mature.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean automotive AI accelerator silicon",
    "description": "Automotive AI semiconductor startup founded by former Samsung System LSI engineers. Eagle-N accelerator and AI BOX target privacy-first on-device processing for vehicles.",
    "founder": {
      "name": "Park Jae Hong",
      "title": "CEO"
    },
    "website": "https://www.bos-semi.com",
    "products": [
      {
        "name": "Eagle-N",
        "description": "Automotive AI accelerator for ADAS, cockpit AI, and in-vehicle voice/vision processing.",
        "link": "https://www.bos-semi.com"
      }
    ],
    "competitors": [
      "Mobileye",
      "Ambarella",
      "Tenstorrent"
    ]
  },
  {
    "id": "deep-fusion-ai",
    "name": "Deep Fusion AI",
    "nativeName": "딥퓨전에이아이",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2022,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Seed",
    "category": "Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korean 4D imaging radar challenger. Could matter strategically if Korean OEMs adopt domestic radar-perception stacks to reduce dependence on Continental and Bosch.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean 4D imaging radar for ADAS and physical AI",
    "description": "Imaging-radar company developing RAPA, a 4D radar product delivering LiDAR-equivalent perception at lower cost — recognized as a CES 2026 Best of Innovation honoree.",
    "founder": {
      "name": "Not disclosed",
      "title": "CEO"
    },
    "website": "https://www.deep-fusion.com",
    "products": [
      {
        "name": "RAPA 4D Imaging Radar",
        "description": "4D imaging radar with deep-learning perception for ADAS and robotics.",
        "link": "https://www.deep-fusion.com"
      }
    ],
    "competitors": [
      "Continental",
      "Arbe Robotics"
    ]
  },
  {
    "id": "enerzai",
    "name": "ENERZAi",
    "nativeName": "에너자이",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 12B cumulative (~$8.5M; bridge KRW 7.7B, May 2025)",
    "stage": "Series A",
    "category": "Infrastructure",
    "stackLayer": "infrastructure",
    "whyItMatters": "Korean on-device AI optimization specialist. 1.58-bit quantization makes meaningful LLM workloads possible on Arm SoCs — important for Korea's edge-AI and AI-PC strategy.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean on-device AI model compression and quantization",
    "description": "On-device AI optimization company building quantization and runtime tooling that lets LLMs and vision models run efficiently on Arm-based SoCs.",
    "founder": {
      "name": "Hojin Lee",
      "title": "CEO"
    },
    "website": "https://enerzai.com",
    "products": [
      {
        "name": "ENERZAi Optimizer",
        "description": "AI model compression and quantization platform for edge and on-device deployment.",
        "link": "https://enerzai.com"
      }
    ],
    "competitors": [
      "Nota AI",
      "Qualcomm AI Engine"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-05",
        "round": "Series A bridge",
        "amount": "KRW 7.7B",
        "investors": [
          "KDB",
          "K2 Investment",
          "SBI Investment"
        ],
        "sourceUrl": "https://www.newswire.co.kr/newsRead.php?no=1011040"
      }
    ]
  },
  {
    "id": "squeezebits",
    "name": "SqueezeBits",
    "nativeName": "스퀴즈비츠",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2022,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Corporate",
    "category": "Infrastructure",
    "stackLayer": "infrastructure",
    "whyItMatters": "Korean inference optimization specialist now collaborating with Modular (Mojo/MAX) and Rebellions. Sits in the strategically important software layer that decides how much usable throughput Korean and global chips actually deliver.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean LLM inference optimization and engine work",
    "description": "Inference optimization startup behind the Yeter inference engine and contributions to vLLM. Partners with Modular and Rebellions on Korean and global AI inference stacks. Acquired by AI chip company Rebellions (announced June 30, 2026) as Rebellions builds a full-stack AI infrastructure offering; SqueezeBits had two consecutive years of operating profit.",
    "founder": {
      "name": "Taesoo Kim",
      "title": "CTO"
    },
    "website": "https://www.squeezebits.com",
    "products": [
      {
        "name": "Yeter Inference Engine",
        "description": "High-throughput LLM inference engine with diffusion and Modular MAX integration.",
        "link": "https://www.squeezebits.com"
      }
    ],
    "competitors": [
      "vLLM",
      "TensorRT-LLM"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-06",
        "round": "Acquisition",
        "amount": "Not disclosed",
        "investors": [
          "Rebellions"
        ],
        "sourceUrl": "https://wowtale.net/2026/06/30/260837/"
      }
    ]
  },
  {
    "id": "flitto",
    "name": "Flitto",
    "nativeName": "플리토",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2012,
    "valuation": "Public (KOSDAQ:300080)",
    "marketCap": "KRW 118.84B",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Infrastructure",
    "stackLayer": "infrastructure",
    "whyItMatters": "Listed Korean translation + language-data company. Selected by Upstage's sovereign-AI consortium to build the Korean training data feeding Korea's national foundation model.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean translation + AI training-data pipeline at national scale",
    "description": "Translation platform and AI training-data provider. Operates large-scale human translation, language-data crowdsourcing, and the data pipeline behind Upstage's sovereign-AI bid.",
    "founder": {
      "name": "Simon Lee",
      "title": "CEO"
    },
    "website": "https://www.flitto.com",
    "products": [
      {
        "name": "Flitto Translate",
        "description": "Hybrid human + AI translation platform across 25+ languages.",
        "link": "https://www.flitto.com"
      },
      {
        "name": "Flitto DataLab",
        "description": "AI training data construction service supplying Korean and multilingual datasets to LLM developers.",
        "link": "https://datalab.flitto.com"
      }
    ],
    "competitors": [
      "Lionbridge",
      "Scale AI"
    ],
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "aitrics",
    "name": "AITRICS",
    "nativeName": "에이아이트릭스",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2016,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 75B cumulative (~$51M; Series C KRW 35B, Dec 2025)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series C",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean clinical-AI vendor with deployed early-warning systems in major Korean hospitals. Selected for Korea's 2026 AI Voucher program; targeting US hospital expansion next.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean clinical early-warning and patient-deterioration AI",
    "description": "Clinical AI company building VitalCare, an early-warning system that predicts sepsis, ICU deterioration, and in-hospital mortality. Deployed at major Korean tertiary hospitals.",
    "founder": {
      "name": "Eui Seok Kim",
      "title": "CEO"
    },
    "website": "https://www.aitrics.com",
    "products": [
      {
        "name": "VitalCare",
        "description": "AI-based hospital early-warning system predicting sepsis, deterioration, and mortality risk.",
        "link": "https://www.aitrics.com"
      }
    ],
    "competitors": [
      "Epic Deterioration Index",
      "Bayesian Health"
    ],
    "fundingRounds": [
      {
        "date": "2025-12",
        "round": "Series C",
        "amount": "KRW 35B",
        "investors": [
          "Premier Partners",
          "KB Securities-Solidus",
          "SV Investment"
        ],
        "sourceUrl": "https://www.koreabiomed.com/news/articleView.html?idxno=29807"
      }
    ]
  },
  {
    "id": "deep-bio",
    "name": "Deep Bio",
    "nativeName": "딥바이오",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$17.9M+",
    "stage": "Series B",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean digital pathology AI with FDA-cleared prostate-cancer products. Smaller than Lunit but the leading Korean play on AI in tissue-level cancer diagnostics.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean digital-pathology AI for cancer diagnostics",
    "description": "Digital pathology AI company. DeepDx Prostate received FDA clearance for AI-assisted prostate cancer grading; product line extends to other cancer types.",
    "founder": {
      "name": "Sun Woo Kim",
      "title": "CEO"
    },
    "website": "https://deepbio.co.kr",
    "products": [
      {
        "name": "DeepDx Prostate",
        "description": "FDA-cleared AI for prostate cancer grading on whole-slide pathology images.",
        "link": "https://deepbio.co.kr"
      },
      {
        "name": "DeepDx Plasma",
        "description": "AI pathology suite for additional cancer types and lab workflows.",
        "link": "https://deepbio.co.kr"
      }
    ],
    "competitors": [
      "Paige",
      "PathAI"
    ]
  },
  {
    "id": "neosapience",
    "name": "Neosapience",
    "nativeName": "네오사피엔스",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 42.7B cumulative (pre-IPO KRW 16.5B, Dec 2025); KOSDAQ targeted end-2026",
    "stage": "Pre-IPO",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean expressive-voice AI vendor. Typecast is one of the few Korean creative-AI products with material global self-serve adoption among content creators outside Korea.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean expressive voice + AI actor platform",
    "description": "Voice AI company behind Typecast — an AI voice actor and avatar studio that produces emotional, expressive speech and synthetic video performers for creators.",
    "founder": {
      "name": "Taesu Kim",
      "title": "CEO"
    },
    "website": "https://www.neosapience.com",
    "products": [
      {
        "name": "Typecast",
        "description": "AI voice and synthetic-actor platform with expressive, emotion-aware voices and avatars.",
        "link": "https://typecast.ai"
      }
    ],
    "competitors": [
      "ElevenLabs",
      "Murf",
      "LOVO"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-12",
        "round": "Pre-IPO",
        "amount": "KRW 16.5B",
        "investors": [
          "Intervest",
          "HB Investment",
          "K2 Investment"
        ],
        "sourceUrl": "https://deadline.com/2025/12/typecast-ai-voice-neosapience-artificial-intelligence-1236645611/"
      }
    ]
  },
  {
    "id": "xl8",
    "name": "XL8",
    "nativeName": "엑스엘에이트",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$21.2M+",
    "stage": "Series B",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean media-localization MT vendor used by global streamers and subtitling vendors. Operates a domain Korea is well placed to lead given its export-oriented entertainment industry.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean media-localization machine translation",
    "description": "Machine-translation and speech AI company specialized in media localization — dubbing scripts, subtitles, and live captions for streaming and broadcast.",
    "founder": {
      "name": "Tim Jung",
      "title": "CEO"
    },
    "website": "https://xl8.ai",
    "products": [
      {
        "name": "MediaCAT",
        "description": "Media-localization machine translation tuned for film and TV subtitling workflows.",
        "link": "https://xl8.ai"
      },
      {
        "name": "EventCAT",
        "description": "Live multilingual captioning and translation for events and conferences.",
        "link": "https://xl8.ai"
      }
    ],
    "competitors": [
      "DeepL",
      "Iyuno"
    ]
  },
  {
    "id": "nationa",
    "name": "NationA",
    "nativeName": "네이션에이",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2022,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 3B cumulative (Pre-A closed Jul 2025)",
    "stage": "Pre-A",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean 3D-motion generative AI. Neuroid Playmaker was a CES 2026 Best of Innovation honoree — one of the rare Korean creative-AI products winning international design recognition.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean 3D character motion generative AI",
    "description": "Generative 3D motion AI company. Neuroid Playmaker converts text, voice, and video prompts into 3D character animation for games and content production.",
    "founder": {
      "name": "Not disclosed",
      "title": "CEO"
    },
    "website": "https://nation-a.com",
    "products": [
      {
        "name": "Neuroid Playmaker",
        "description": "Generative AI for 3D character motion from text, voice, or video prompts.",
        "link": "https://nation-a.com"
      }
    ],
    "competitors": [
      "Move AI",
      "DeepMotion"
    ],
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "sionic-ai",
    "name": "Sionic AI",
    "nativeName": "사이오닉에이아이",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2022,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 25B Series A (Dec 2025, Atinum/LB-led, incl. Naver Cloud, Samsung Venture)",
    "stage": "Series A",
    "category": "Enterprise AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korean enterprise-RAG and generative-AI startup with Korean bank backers. Selected by OpenAI for its Korean partner program — useful signal that Korean enterprise channels treat Sionic as a credible deployment vendor.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean enterprise generative AI / RAG platform",
    "description": "Enterprise generative-AI platform focused on Korean banks, insurers, and large corporates. Investors include Hana Bank, Atinum Investment, IBK, and Korean strategics.",
    "founder": {
      "name": "Lee Ju Hwan",
      "title": "CEO"
    },
    "website": "https://sionic.ai",
    "products": [
      {
        "name": "Sionic Enterprise GenAI",
        "description": "Enterprise generative-AI platform with RAG, agents, and Korean LLM tuning for regulated industries.",
        "link": "https://sionic.ai"
      }
    ],
    "competitors": [
      "Allganize",
      "Cohere"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-12",
        "round": "Series A",
        "amount": "KRW 25B",
        "investors": [
          "Atinum Investment",
          "LB Investment",
          "Naver Cloud",
          "Samsung Venture Investment"
        ],
        "sourceUrl": "https://www.thesaasnews.com/news/sionic-ai-raises-25-billion-series-a"
      }
    ]
  },
  {
    "id": "skelter-labs",
    "name": "Skelter Labs",
    "nativeName": "스켈터랩스",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$39.9M+",
    "stage": "Series B",
    "category": "Enterprise AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Long-running Korean conversational-AI house spun out of Google Korea alumni. Pivoted into RAG and enterprise LLM deployment with Bella products; cross-listed in Korea, Japan, and Southeast Asia.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean enterprise conversational AI and RAG vendor",
    "description": "Conversational AI and RAG platform vendor. Bella product line covers Korean-language LLM tuning, RAG, NLU, and customer-experience automation.",
    "founder": {
      "name": "Ted Cho",
      "title": "CEO"
    },
    "website": "https://www.skelterlabs.com",
    "products": [
      {
        "name": "Bella RAG",
        "description": "Enterprise RAG platform optimized for Korean-language documents and customer-experience workflows.",
        "link": "https://www.skelterlabs.com"
      },
      {
        "name": "AIQ+ Conversational AI",
        "description": "Conversational AI suite covering NLU, speech, and hyper-personalization.",
        "link": "https://www.skelterlabs.com"
      }
    ],
    "competitors": [
      "Allganize",
      "Cohere",
      "Cognigy"
    ]
  },
  {
    "id": "actionpower",
    "name": "ActionPower",
    "nativeName": "액션파워",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 20B+ cumulative (Series B KRW 6B, Mar 2026, Hana Ventures-led)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series B",
    "category": "Enterprise AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korean multimodal-workflow automation startup. Daglo speech-to-text and meeting-AI product is one of the few Korean entries with material consumer-side adoption.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean multimodal AI workflow automation",
    "description": "Multimodal AI workflow automation startup behind Daglo, an STT and meeting-AI product widely used in Korea, and enterprise voice + document AI tooling.",
    "founder": {
      "name": "Lee Joon-yub",
      "title": "CEO"
    },
    "website": "https://www.actionpower.kr",
    "products": [
      {
        "name": "Daglo",
        "nativeName": "다글로",
        "description": "Korean STT, transcription, and meeting AI service.",
        "link": "https://daglo.ai"
      }
    ],
    "competitors": [
      "Otter.ai",
      "tldv"
    ],
    "fundingRounds": [
      {
        "date": "2026-03",
        "round": "Series B",
        "amount": "KRW 6B",
        "investors": [
          "Hana Ventures",
          "WE Ventures",
          "KDB"
        ],
        "sourceUrl": "https://platum.kr/archives/282987"
      }
    ]
  },
  {
    "id": "42maru",
    "name": "42Maru",
    "nativeName": "포티투마루",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$11.1M+",
    "stage": "Series B",
    "category": "Enterprise AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korean MRC (machine reading comprehension) pioneer. Long-standing enterprise Q&A platform with NPS, KT, and public-sector deployments — a credible Korean alternative for regulated enterprise search.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean enterprise question-answering and document AI",
    "description": "Enterprise NLP startup focused on machine reading comprehension, question-answering, and document AI. Operates in Korea, Japan, and the US.",
    "founder": {
      "name": "Dong-hwan Kim",
      "title": "CEO"
    },
    "website": "https://www.42maru.ai",
    "products": [
      {
        "name": "42Maru QA",
        "description": "Enterprise question-answering and search platform built on machine reading comprehension models.",
        "link": "https://www.42maru.ai"
      }
    ],
    "competitors": [
      "IBM Watson",
      "Glean"
    ]
  },
  {
    "id": "fount",
    "name": "Fount",
    "nativeName": "파운트",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2012,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "58.8B KRW+",
    "stage": "Series D",
    "category": "Fintech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's largest AI robo-advisor by AUM. One of the few Korean fintech-AI plays managing real client assets at scale, with regulator-cleared discretionary investment authority.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI robo-advisor with discretionary investment management",
    "description": "AI-driven robo-advisor managing discretionary client portfolios across Korean retail and enterprise channels. Combines macro factor models with AI-driven allocation.",
    "founder": {
      "name": "Kim Young-bin",
      "title": "CEO"
    },
    "website": "https://www.fount.co",
    "products": [
      {
        "name": "Fount Robo-Advisor",
        "description": "AI-driven discretionary portfolio management for Korean retail and institutional clients.",
        "link": "https://www.fount.co"
      }
    ],
    "competitors": [
      "Qraft AI",
      "Betterment"
    ]
  },
  {
    "id": "energy-x",
    "name": "Energy X",
    "nativeName": "에너지엑스",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$31.5M+",
    "stage": "Series B",
    "category": "Climate AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean climate-tech AI play. AI-driven solar and renewable-asset development pipeline is one of the few Korean software products positioned around domestic decarbonization rather than around chip or model strategy.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI for renewable-energy asset development and operations",
    "description": "AI platform for renewable-energy investment and asset development. Combines geospatial data, financial models, and AI-driven site analysis for solar and PPA projects.",
    "founder": {
      "name": "Park Su-bin",
      "title": "CEO"
    },
    "website": "https://energyx.ai",
    "products": [
      {
        "name": "Energy X Platform",
        "description": "AI platform for solar and renewable-energy site selection, asset development, and PPA structuring.",
        "link": "https://energyx.ai"
      }
    ],
    "competitors": [
      "Aurora Solar",
      "Watershed"
    ]
  },
  {
    "id": "indent",
    "name": "Indent",
    "nativeName": "인덴트",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "18.2B KRW+",
    "stage": "Series B",
    "category": "Commerce AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean AI-driven customer video-review platform with material adoption among Korean D2C and beauty brands. A focused commerce-AI play instead of a generic chatbot.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI for e-commerce video reviews and UGC monetization",
    "description": "AI-powered customer video review tool for e-commerce. Brokerage and analysis stack lets D2C and brand sellers collect, moderate, and rank shopper video reviews.",
    "founder": {
      "name": "Yoon Geun-oh",
      "title": "CEO"
    },
    "website": "https://indentcorp.com",
    "products": [
      {
        "name": "Brick",
        "description": "AI video-review collection and merchandising tool for D2C and brand commerce.",
        "link": "https://indentcorp.com"
      }
    ],
    "competitors": [
      "Yotpo",
      "Bazaarvoice"
    ]
  },
  {
    "id": "adriel",
    "name": "Adriel",
    "nativeName": "애드리엘",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$18M+",
    "stage": "Series B",
    "category": "AdTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean cross-channel ad-ops AI used by SMBs and agencies globally. One of the few Korean AdCreative-style platforms that has scaled outside Korea.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI ad operations and reporting platform",
    "description": "Cross-channel ad operations and reporting platform that uses AI to consolidate and optimize digital ad campaigns across Google, Meta, TikTok, and more for agencies and SMBs.",
    "founder": {
      "name": "Sophie Soowon Eom",
      "title": "CEO"
    },
    "website": "https://adriel.com",
    "products": [
      {
        "name": "Adriel AdOps Platform",
        "description": "AI-powered cross-channel ad reporting and optimization.",
        "link": "https://adriel.com"
      }
    ],
    "competitors": [
      "AdCreative.ai",
      "Omneky"
    ]
  },
  {
    "id": "waddle",
    "name": "Waddle",
    "nativeName": "와들",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2022,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$1.9M+",
    "stage": "Seed",
    "category": "Commerce AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korean conversational shopping agent (Gentoo) recognized as an OpenAI enterprise partner and 2024 GPT-5 Hackathon winner. Early but credible Korean entry into agentic commerce.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean conversational AI shopping agent",
    "description": "Maker of Gentoo, a conversational AI shopping agent that lifts e-commerce conversion via real-time recommendations and US expansion via OpenAI partnership.",
    "founder": {
      "name": "Not disclosed",
      "title": "CEO"
    },
    "website": "https://www.gentooai.com",
    "products": [
      {
        "name": "Gentoo",
        "description": "Conversational AI shopping agent for e-commerce.",
        "link": "https://www.gentooai.com"
      }
    ],
    "competitors": [
      "Klarna AI",
      "Siena AI"
    ]
  },
  {
    "id": "datarize",
    "name": "Datarize",
    "nativeName": "데이터라이즈",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Series A",
    "category": "Commerce AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean AI CRM purpose-built for the Cafe24 / Naver SmartStore D2C ecosystem. Native to Korean merchant rails — important moat versus Klaviyo and Braze in Korea/Japan.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI CRM for D2C merchants on Cafe24/Naver SmartStore",
    "description": "AI CRM for Korean D2C merchants with native Cafe24, Naver SmartStore, and Shopify integration; LTV prediction, churn scoring, and merchant marketing automation.",
    "founder": {
      "name": "Not disclosed",
      "title": "CEO"
    },
    "website": "https://datarize.ai",
    "products": [
      {
        "name": "Datarize CRM",
        "description": "AI CRM with LTV prediction and churn scoring for D2C merchants.",
        "link": "https://datarize.ai"
      }
    ],
    "competitors": [
      "Klaviyo",
      "Braze"
    ]
  },
  {
    "id": "dable",
    "name": "Dable",
    "nativeName": "데이블",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$20.5M+",
    "stage": "Late",
    "category": "AdTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean ML-powered native-ad and content-recommendation network spanning 3,000+ publishers in 11 markets. Acquired by Yanolja — a credible cross-border Korean AdTech AI exit.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean native-ad and content-recommendation AI",
    "description": "ML-powered native ad and content recommendation across 3,000+ publishers in 11 markets including Korea, Japan, Taiwan, and Vietnam. Acquired by Yanolja.",
    "founder": {
      "name": "Chaehyun Lee",
      "title": "Co-founder & CEO"
    },
    "website": "https://dable.io",
    "products": [
      {
        "name": "Dable Native Ads",
        "description": "ML-driven native ad and content recommendation network.",
        "link": "https://dable.io"
      }
    ],
    "competitors": [
      "Outbrain",
      "Taboola"
    ]
  },
  {
    "id": "omnious-ai",
    "name": "OMNIOUS.AI",
    "nativeName": "옴니어스",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$10M+",
    "stage": "Series B",
    "category": "Commerce AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean fashion-image AI used by Musinsa, LotteOn, LF, Brandi, and global accounts like YOOX Net-A-Porter. Strong vertical-AI moat in Korean fashion commerce.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean fashion visual search and auto-tagging",
    "description": "Fashion image auto-tagging, visual search, and trend analysis. Customers include Musinsa, LotteOn, LF, Brandi, and YOOX Net-A-Porter.",
    "founder": {
      "name": "Jaeyoung Jun",
      "title": "Co-founder & CEO"
    },
    "website": "https://omnious.ai",
    "products": [
      {
        "name": "Omnious Tagger",
        "description": "Automatic AI fashion tagging at SKU scale.",
        "link": "https://omnious.ai"
      },
      {
        "name": "Omnious Lens",
        "description": "Visual search for fashion e-commerce.",
        "link": "https://omnious.ai"
      }
    ],
    "competitors": [
      "Syte",
      "Vue.ai"
    ]
  },
  {
    "id": "channel-corp",
    "name": "Channel Corp",
    "nativeName": "채널코퍼레이션",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2014,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "~KRW 51B cumulative (~$36M; KRW 11B round Jan 2025, incl. Altos)",
    "stage": "Series B",
    "category": "Commerce AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Operator of Channel Talk, the most widely used Korean business messenger. Alf AI agent auto-handles a large share of merchant support, giving Korean SMBs a credible CX-AI alternative to Intercom and Zendesk.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI business messenger and CX agent for SMBs",
    "description": "Maker of Channel Talk — an AI business messenger with the Alf agent that automates a large share of merchant support inquiries. Strong presence on the Shopify App Store and across 180k+ Korean and global businesses.",
    "founder": {
      "name": "Josh Jaehong Kim",
      "title": "Co-founder & CEO"
    },
    "website": "https://channel.io",
    "products": [
      {
        "name": "Channel Talk",
        "nativeName": "채널톡",
        "description": "AI business messenger with chat, voice, and CRM for SMBs.",
        "link": "https://channel.io"
      },
      {
        "name": "Alf",
        "description": "AI customer-support agent inside Channel Talk.",
        "link": "https://channel.io"
      }
    ],
    "competitors": [
      "Intercom",
      "Zendesk",
      "Gorgias"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-01",
        "round": "Growth",
        "amount": "KRW 11B",
        "investors": [
          "Bon Angels",
          "Laguna Investment",
          "Altos Ventures"
        ],
        "sourceUrl": "https://channel.io/ko/blog/articles/funding-110-press-b44c2fff"
      }
    ]
  },
  {
    "id": "bucketplace",
    "name": "Bucketplace",
    "nativeName": "버킷플레이스",
    "location": "Seoul, Korea",
    "employees": "500+",
    "founded": 2014,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$200M+",
    "stage": "Late",
    "category": "Commerce AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Operator of Ohou.se (오늘의집), Korea's lifestyle commerce super-app. ML search, recommendation, and the Ozipsa LLM agent give Bucketplace one of the deepest applied-AI commerce stacks in Korea.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean lifestyle commerce AI personalization",
    "description": "Operator of Ohou.se (오늘의집), Korea's lifestyle super-app. ML search/recommendation team powers content and product personalization; internal LLM agent Ozipsa supports shoppers and merchants.",
    "founder": {
      "name": "Lee Seung-jae",
      "title": "CEO"
    },
    "website": "https://www.bucketplace.com",
    "products": [
      {
        "name": "Ohouse Search & Recommendation",
        "nativeName": "오늘의집",
        "description": "ML-driven lifestyle commerce search, feed, and personalization.",
        "link": "https://ohou.se"
      },
      {
        "name": "Ozipsa",
        "description": "Internal LLM agent for shoppers and merchants on Ohou.se.",
        "link": "https://ohou.se"
      }
    ],
    "competitors": [
      "Pinterest",
      "Houzz"
    ]
  },
  {
    "id": "standigm",
    "name": "Standigm",
    "nativeName": "스탠다임",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$68M+",
    "stage": "Pre-IPO",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean end-to-end AI drug discovery platform. Partnerships with SK Chemicals, Hanmi, JW Pharma — one of Korea's deepest AI-pharma plays.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI drug discovery (target ID, lead design, repurposing)",
    "description": "End-to-end AI drug discovery platform automating target identification, lead design, and repurposing. Partnerships with SK Chemicals and other Korean pharma majors.",
    "founder": {
      "name": "Jinhan Kim",
      "title": "CEO"
    },
    "website": "https://www.standigm.com",
    "products": [
      {
        "name": "Standigm ASK",
        "description": "AI platform for target identification and drug repurposing.",
        "link": "https://www.standigm.com"
      }
    ],
    "competitors": [
      "Insitro",
      "BenevolentAI"
    ]
  },
  {
    "id": "galux",
    "name": "Galux",
    "nativeName": "갤럭스",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2020,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$47M+",
    "valuationUpdated": "2026-01-31",
    "stage": "Series B",
    "category": "BioTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean deep-learning protein/antibody design platform with partnerships at Celltrion, LG Chem, and Boehringer Ingelheim. SNU spin-out competing directly in the AlphaFold-era protein design layer.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean de novo antibody and protein design AI",
    "description": "Deep-learning de novo antibody and protein design platform. SNU spin-out partnered with Celltrion, LG Chem, and Boehringer Ingelheim. Raised $29M Series B in 2026.",
    "founder": {
      "name": "Chaok Seok",
      "title": "CEO"
    },
    "website": "https://galux.co.kr",
    "products": [
      {
        "name": "GaluxDesign",
        "description": "De novo antibody and protein design platform.",
        "link": "https://galux.co.kr"
      }
    ],
    "competitors": [
      "Generate Biomedicines",
      "Exscientia"
    ]
  },
  {
    "id": "pharos-ibio",
    "name": "Pharos iBio",
    "nativeName": "파로스아이바이오",
    "location": "Anyang, Korea",
    "employees": "Not disclosed",
    "founded": 2016,
    "valuation": "Public (KOSDAQ:388870)",
    "marketCap": "KRW 67.84B",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "BioTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "KOSDAQ-listed Korean AI drug discovery company. Lead candidate PHI-101 in Phase 1 — one of the few Korean AI-pharma plays with a clinical pipeline.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Listed Korean AI drug discovery with clinical pipeline",
    "description": "AI drug discovery platform leveraging 230M+ data entries and 6.2B protein 3D structures. AML candidate PHI-101 in Phase 1 clinical trials.",
    "founder": {
      "name": "Jeonghyuk Yoon",
      "title": "CEO"
    },
    "website": "https://www.pharosibio.com",
    "products": [
      {
        "name": "Chemiverse",
        "description": "AI drug discovery platform combining protein structure and chemistry data.",
        "link": "https://www.pharosibio.com"
      }
    ],
    "competitors": [
      "BenevolentAI",
      "Recursion"
    ],
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "nunaps",
    "name": "Nunaps",
    "nativeName": "누랩스",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$4.2M+",
    "stage": "Series A",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's 3rd-approved digital therapeutic (2024) and first DTx company. VR-based stroke visual-field rehab — concrete proof Korean DTx can pass MFDS review.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean digital therapeutic for stroke rehabilitation",
    "description": "Digital therapeutics company founded by an Asan Medical Center neurologist. VR-based visual-perception training for stroke-induced visual field defects.",
    "founder": {
      "name": "Kang Dong-wha",
      "title": "CEO"
    },
    "website": "https://www.nunaps.com",
    "products": [
      {
        "name": "VIVID Brain",
        "description": "VR-based digital therapeutic for stroke visual-field rehabilitation (MFDS approved).",
        "link": "https://www.nunaps.com"
      }
    ],
    "competitors": [
      "Akili Interactive",
      "Pear Therapeutics"
    ]
  },
  {
    "id": "welt",
    "name": "WELT",
    "nativeName": "웰트",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2016,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Series B",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Samsung spin-out behind Korea's 2nd-approved digital therapeutic (SleepQ for insomnia). Won a 2026 CES Innovation Award for the AgentZ AI agent — credible Korean DTx scale-up.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean MFDS-approved DTx for insomnia",
    "description": "Samsung spin-out building MFDS-approved, CE-certified AI insomnia DTx and broader AI agent products for health behavior change.",
    "founder": {
      "name": "Kang Sungji",
      "title": "CEO"
    },
    "website": "https://sleepq.ai",
    "products": [
      {
        "name": "SleepQ",
        "description": "MFDS-approved AI digital therapeutic for chronic insomnia.",
        "link": "https://sleepq.ai"
      },
      {
        "name": "AgentZ",
        "description": "Health-behavior AI agent recognized at CES 2026.",
        "link": "https://sleepq.ai"
      }
    ],
    "competitors": [
      "Big Health",
      "Akili"
    ]
  },
  {
    "id": "sky-labs",
    "name": "Sky Labs",
    "nativeName": "스카이랩스",
    "location": "Seongnam, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$15M+",
    "stage": "Series C",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean medical-grade ring for continuous cardiac and BP monitoring with deep-learning AFib detection. MFDS + CE approved; one of the few Korean AI wearables with regulator clearance.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI medical wearable for cardiac monitoring",
    "description": "Ring-type continuous cardiac and blood-pressure monitoring with deep-learning AFib detection (99.6% accuracy reported). MFDS + CE cleared.",
    "founder": {
      "name": "Lee Byung Hwan",
      "title": "CEO"
    },
    "website": "https://www.skylabs.io",
    "products": [
      {
        "name": "CART-I",
        "description": "Medical-grade ring with deep-learning AFib detection.",
        "link": "https://www.skylabs.io"
      },
      {
        "name": "CART BP",
        "description": "Continuous blood-pressure monitoring ring.",
        "link": "https://www.skylabs.io"
      }
    ],
    "competitors": [
      "AliveCor",
      "Whoop"
    ]
  },
  {
    "id": "imagoworks",
    "name": "Imagoworks",
    "nativeName": "이마고웍스",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$26M+",
    "stage": "Series C",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean AI dental-CAD vendor (3Dme/Dentbird) with customers in 110+ countries. Concrete export-ready medical-AI product targeting an IPO in 2027.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI dental CAD and orthodontic planning",
    "description": "AI-based cloud dental CAD for crowns, orthodontics, and implant planning. Customers in 110+ countries. Series C $15.6M; planning a 2027 IPO.",
    "founder": {
      "name": "Sung-Hoon Kim",
      "title": "CEO"
    },
    "website": "https://dentbird.com",
    "products": [
      {
        "name": "3Dme Crown",
        "description": "AI dental crown CAD on the cloud.",
        "link": "https://dentbird.com"
      },
      {
        "name": "Dentbird",
        "description": "AI orthodontic and implant planning platform.",
        "link": "https://dentbird.com"
      }
    ],
    "competitors": [
      "Align Technology",
      "3Shape"
    ]
  },
  {
    "id": "airs-medical",
    "name": "AIRS Medical",
    "nativeName": "에어스메디컬",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 50B+ plus TA Associates growth investment (Jun 2026, undisclosed)",
    "stage": "Late",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean AI MRI reconstruction (SwiftMR) with FDA + MFDS clearance. fastMRI Challenge winner — one of the few Korean MRI-AI plays with US deployments.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI MRI reconstruction for accelerated scans",
    "description": "Deep-learning MRI image reconstruction reducing scan time. FDA + MFDS cleared; won the 2019 and 2020 fastMRI Challenge. SNU spin-out. Company reports 1,700+ institutions and 6M+ AI-assisted scans/year; TA Associates made a growth investment in June 2026.",
    "founder": {
      "name": "Hye-Seong Lee",
      "title": "CEO"
    },
    "website": "https://airsmed.com",
    "products": [
      {
        "name": "SwiftMR",
        "description": "FDA-cleared deep-learning MRI image reconstruction.",
        "link": "https://airsmed.com"
      }
    ],
    "competitors": [
      "Subtle Medical",
      "GE HealthCare AIR Recon"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-06",
        "round": "Growth",
        "amount": "Not disclosed",
        "investors": [
          "TA Associates"
        ],
        "sourceUrl": "https://en.wowtale.net/2026/07/02/234374/"
      }
    ]
  },
  {
    "id": "neurophet",
    "name": "Neurophet",
    "nativeName": "뉴로핏",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2016,
    "valuation": "Public (KOSDAQ:380550, listed Jul 2025)",
    "marketCap": "Not disclosed",
    "totalFunding": "IPO Jul 2025 (~KRW 28B raised)",
    "stage": "Public",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean AI brain MRI/PET analysis positioning as companion diagnostic for Leqembi/Kisunla. GIST spin-out preparing for IPO — one of the strongest Korean Alzheimer's-AI plays.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI brain imaging for Alzheimer's diagnostics",
    "description": "AI brain MRI/PET analysis platform for Alzheimer's, positioning as a companion diagnostic for amyloid therapies Leqembi and Kisunla.",
    "founder": {
      "name": "Jake Junkil Been",
      "title": "Co-CEO"
    },
    "website": "https://www.neurophet.com",
    "products": [
      {
        "name": "Neurophet AQUA AD",
        "description": "AI brain MRI analysis platform for Alzheimer's diagnostics.",
        "link": "https://www.neurophet.com"
      }
    ],
    "competitors": [
      "Cortechs.ai",
      "Combinostics"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-07",
        "round": "IPO",
        "amount": "~KRW 28B",
        "sourceUrl": "https://www.thebionews.net/news/articleView.html?idxno=16510"
      }
    ]
  },
  {
    "id": "3billion",
    "name": "3billion",
    "nativeName": "쓰리빌리언",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2016,
    "valuation": "Public (KOSDAQ:394800)",
    "marketCap": "KRW 202.39B",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "KOSDAQ-listed Korean AI genomics company (Macrogen spin-out). ML-based variant interpretation for rare disease — distinctive niche versus general genomics players.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI rare-disease genomics",
    "description": "ML-based variant interpretation for rare-disease diagnosis via DTC whole-exome sequencing. KOSDAQ-listed (2023). Macrogen spin-out.",
    "founder": {
      "name": "Changwon Keum",
      "title": "CEO"
    },
    "website": "https://3billion.io",
    "products": [
      {
        "name": "3billion Rare Disease Test",
        "description": "AI-based rare-disease whole-exome interpretation.",
        "link": "https://3billion.io"
      }
    ],
    "competitors": [
      "Invitae",
      "Genomic Vision"
    ],
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "heuron",
    "name": "Heuron",
    "nativeName": "휴런",
    "location": "Seoul, Korea",
    "employees": "50+",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$28M+",
    "stage": "Series B",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean AI brain-imaging vendor with FDA-cleared products for stroke and Parkinson's. Complements Lunit, VUNO, and other Korean radiology-AI vendors on the neurology side.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean FDA-cleared neuro AI imaging",
    "description": "AI brain-imaging company with FDA-cleared products for stroke, Parkinson's, and Alzheimer's workflows.",
    "founder": {
      "name": "Donghoon Shin",
      "title": "CEO"
    },
    "website": "https://iheuron.com",
    "products": [
      {
        "name": "Heuron Stroke Care",
        "description": "FDA-cleared AI for stroke imaging triage.",
        "link": "https://iheuron.com"
      }
    ],
    "competitors": [
      "RapidAI",
      "Viz.ai"
    ]
  },
  {
    "id": "swit",
    "name": "Swit Technologies",
    "nativeName": "스윗테크놀로지스",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$33M+",
    "stage": "Series B",
    "category": "Enterprise Productivity AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korean Slack-plus-Asana work OS with Snap AI co-pilot. Deployed at Korean Air, SK Telecom, and SK Broadband — credible Korean alternative to Microsoft Teams + Copilot for Korean enterprises.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean enterprise work OS with AI co-pilot",
    "description": "Work OS combining chat and task management with Snap AI co-pilot built on Vertex AI. Customers include Korean Air, SKT, SK Broadband.",
    "founder": {
      "name": "Josh Lee",
      "title": "CEO"
    },
    "website": "https://swit.io",
    "products": [
      {
        "name": "Swit",
        "description": "Enterprise chat + task management work OS.",
        "link": "https://swit.io"
      },
      {
        "name": "Snap AI",
        "description": "AI co-pilot for Swit workflows.",
        "link": "https://swit.io"
      }
    ],
    "competitors": [
      "Slack",
      "Microsoft Teams",
      "Asana"
    ]
  },
  {
    "id": "bebridge",
    "name": "Bebridge",
    "nativeName": "비브릿지",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2020,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Seed",
    "category": "Enterprise Productivity AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korean meeting-and-lecture AI (Slid) used by online learners and remote teams. Sliddy AI Q&A on long-form video gives Bebridge a distinctive lane versus Otter.ai-style transcripts.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": true,
    "koreanGapFilled": "Korean AI video note-taking and lecture Q&A",
    "description": "Smart video note-taking with live transcription, AI Q&A, and the ChatGPT-powered Sliddy assistant. Used widely by Korean students and remote workers.",
    "founder": {
      "name": "Park Junghyun",
      "title": "CEO"
    },
    "website": "https://slid.cc",
    "products": [
      {
        "name": "Slid",
        "description": "AI video note-taking with transcript Q&A.",
        "link": "https://slid.cc"
      }
    ],
    "competitors": [
      "Otter.ai",
      "Fireflies"
    ]
  },
  {
    "id": "banksalad",
    "name": "Banksalad",
    "nativeName": "뱅크샐러드",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2012,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$170M+",
    "stage": "Series D",
    "category": "Fintech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's most-funded MyData personal-finance AI app. Recommends credit cards and financial products from aggregated bank data — defines the Korean PFM-AI category.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean MyData personal-finance AI",
    "description": "AI personal finance manager that recommends credit cards and financial products based on user spending patterns and MyData aggregation.",
    "founder": {
      "name": "Kim Tae-hoon",
      "title": "CEO"
    },
    "website": "https://www.banksalad.com",
    "products": [
      {
        "name": "Banksalad MyData AI Recommendations",
        "description": "AI-driven personal finance and product recommendations on Korean MyData rails.",
        "link": "https://www.banksalad.com"
      }
    ],
    "competitors": [
      "NerdWallet",
      "Mint"
    ]
  },
  {
    "id": "peoplefund",
    "name": "PeopleFund",
    "nativeName": "피플펀드",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$83M+",
    "stage": "Series C",
    "category": "Fintech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean marketplace lender with ML-based credit scoring (CSS 4.0). Bain Capital backed and partnered with Jeonbuk Bank — credible Korean credit-AI alternative for near-prime borrowers.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI credit scoring for marketplace lending",
    "description": "Marketplace lender using proprietary ML-based credit scoring (CSS 4.0) for near-prime borrowers. Partnered with Jeonbuk Bank. Operator PFCT merged the PeopleFund and Credit Planet apps into the single brand Cple (크플) in January 2025.",
    "founder": {
      "name": "Joey Kim",
      "title": "CEO"
    },
    "website": "https://peoplefund.co.kr",
    "products": [
      {
        "name": "PeopleFund CSS 4.0",
        "description": "ML-based credit scoring engine for near-prime borrowers.",
        "link": "https://peoplefund.co.kr"
      }
    ],
    "competitors": [
      "Upstart",
      "Affirm"
    ]
  },
  {
    "id": "honestfund",
    "name": "HonestAI",
    "nativeName": "어니스트에이아이",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$49.8M+",
    "stage": "Series C",
    "category": "Fintech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean marketplace lender with proprietary big-data credit engine. Complements PeopleFund as a second credible Korean alt-lending AI play.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean alt-lending big-data credit AI",
    "description": "Marketplace lender with a proprietary big-data credit assessment model for borrowers underserved by traditional banks. Renamed from HonestFund to HonestAI in June 2024; HonestFund remains the P2P platform service brand.",
    "founder": {
      "name": "Sanghoon Seo",
      "title": "CEO"
    },
    "website": "https://honestfund.kr",
    "products": [
      {
        "name": "HonestFund Credit Engine",
        "description": "Big-data credit scoring engine for alt-lending.",
        "link": "https://honestfund.kr"
      }
    ],
    "competitors": [
      "LendingClub",
      "Upstart"
    ]
  },
  {
    "id": "finda",
    "name": "Finda",
    "nativeName": "핀다",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$37M+",
    "stage": "Series C",
    "category": "Fintech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean loan marketplace with industry-first AI loan-prediction service. JB Financial Group + 500 Global backed — defines Korean AI-driven loan distribution.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI loan marketplace and prediction",
    "description": "One-stop loan marketplace; launched industry-first AI loan-prediction service in 2025. Finda is acquiring Daewon Savings Bank (with JB Financial backing) to obtain a lending license — regulator review pending as of mid-2026 — and entered cost-cutting emergency management in May 2026.",
    "founder": {
      "name": "Lee Hye-min",
      "title": "Co-CEO"
    },
    "website": "https://finda.co.kr",
    "products": [
      {
        "name": "Finda AI Loan Prediction",
        "description": "AI loan-prediction and personal loan marketplace.",
        "link": "https://finda.co.kr"
      }
    ],
    "competitors": [
      "Credit Karma",
      "NerdWallet"
    ]
  },
  {
    "id": "bomapp",
    "name": "Bomapp",
    "nativeName": "보맵",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Series B",
    "category": "InsurTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "One of Korea's most-funded InsurTech firms per CB Insights. AI-assisted coverage fitting and Easy Claim automation — Korea's clearest InsurTech AI lane.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean InsurTech AI for coverage fitting and claims",
    "description": "Mobile insurance distribution platform with personalized AI coverage-fitting recommendations and AI-assisted Easy Claim automation.",
    "founder": {
      "name": "Ryu Joon-woo",
      "title": "CEO"
    },
    "website": "https://www.bomapp.co.kr",
    "products": [
      {
        "name": "Bomapp Coverage Fitting",
        "description": "AI insurance coverage recommendations and claims automation.",
        "link": "https://www.bomapp.co.kr"
      }
    ],
    "competitors": [
      "Lemonade",
      "Hippo"
    ]
  },
  {
    "id": "sentbe",
    "name": "SentBe",
    "nativeName": "센트비",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2015,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$24.1M+",
    "stage": "Series C",
    "category": "Fintech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean cross-border payments operator with proprietary AI FX hedging and behavioral fraud detection. Rare Korean fintech with credible AI risk engine plus regulator licensing across multiple markets.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI cross-border payments and fraud detection",
    "description": "Cross-border remittance platform using proprietary Automated FX Hedging System (AHS) and AI-driven anomaly detection on device, network, and behavioral signals.",
    "founder": {
      "name": "Sangyong Jung",
      "title": "Co-founder & CEO"
    },
    "website": "https://sentbe.com",
    "products": [
      {
        "name": "SentBe Remit",
        "description": "AI-driven cross-border remittance with FX hedging and fraud detection.",
        "link": "https://sentbe.com"
      }
    ],
    "competitors": [
      "Wise",
      "Remitly"
    ]
  },
  {
    "id": "argos-identity",
    "name": "Argos Identity",
    "nativeName": "아르고스아이덴티티",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Seed",
    "category": "RegTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean KYC/KYB/AML AI covering ID documents from 210+ countries. One of the few Korean RegTech-AI plays with sourceable international coverage.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": true,
    "koreanGapFilled": "Korean AI KYC / KYB / AML identity verification",
    "description": "AI-powered KYC/KYB/AML identity verification covering ID documents from 210+ countries. Partnered with Smart Engines for OCR.",
    "founder": {
      "name": "Not disclosed",
      "title": "CEO"
    },
    "website": "https://argosidentity.com",
    "products": [
      {
        "name": "Argos KYC",
        "description": "AI KYC/KYB/AML identity verification for global markets.",
        "link": "https://argosidentity.com"
      }
    ],
    "competitors": [
      "Onfido",
      "Jumio"
    ]
  },
  {
    "id": "kasa",
    "name": "Kasa",
    "nativeName": "카사",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$32.5M+",
    "stage": "Corporate",
    "category": "Fintech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean blockchain-based real-estate tokenization platform now majority-owned by Daishin. Distinct fintech play applying ML to digital-asset valuation and matching.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean tokenized real-estate AI matching",
    "description": "Blockchain-based platform fractionalizing commercial real estate into tradeable digital asset-backed securities for retail investors. Daishin Securities acquired a majority stake in 2023. Kasa (96.4% owned by Daishin Securities since 2023) halted new fractional-investment offerings and is sequentially liquidating listed assets ahead of Korea's February 2027 STO law.",
    "founder": {
      "name": "Yea Changwhan",
      "title": "CEO"
    },
    "website": "https://kasa.co.kr",
    "products": [
      {
        "name": "Kasa DABS Platform",
        "description": "Tokenized real-estate platform with AI valuation and matching.",
        "link": "https://kasa.co.kr"
      }
    ],
    "competitors": [
      "Lofty AI",
      "Arrived"
    ],
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "klleon",
    "name": "Klleon",
    "nativeName": "클레온",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$7M+",
    "stage": "Series A",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean real-time digital-human / video chat AI. RBW + Samsung Venture backed — credible Korean entry into the avatar / digital-human creative-AI category.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean real-time digital-human and avatar AI",
    "description": "Real-time AI avatar and digital-human video chat platform built from a single facial snapshot and ~30 seconds of voice.",
    "founder": {
      "name": "Seunghyuk Jin",
      "title": "CEO"
    },
    "website": "https://klleon.io",
    "products": [
      {
        "name": "Klleon Studio",
        "description": "Real-time AI avatar and digital-human video studio.",
        "link": "https://klleon.io"
      }
    ],
    "competitors": [
      "HeyGen",
      "D-ID"
    ]
  },
  {
    "id": "pozalabs",
    "name": "Pozalabs",
    "nativeName": "포자랩스",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Series A",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean symbolic-AI music generation backed by CJ ENM, Naver D2SF, KB. Trained on ethically licensed data — a clean Korean Suno/Udio analog for media/ad use.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean ethical AI music generation for media",
    "description": "Symbolic AI music generation platform for media, ads, and gaming with ethically licensed training data.",
    "founder": {
      "name": "Huh Won-gil",
      "title": "CEO"
    },
    "website": "https://pozalabs.com",
    "products": [
      {
        "name": "LAIVE",
        "description": "Creator-facing AI music composition tool.",
        "link": "https://pozalabs.com"
      },
      {
        "name": "viodio",
        "description": "BGM subscription powered by Pozalabs' generative AI.",
        "link": "https://pozalabs.com"
      }
    ],
    "competitors": [
      "Suno",
      "Udio"
    ]
  },
  {
    "id": "voyagerx",
    "name": "VoyagerX",
    "nativeName": "보이저엑스",
    "location": "Seoul, Korea",
    "employees": "100+",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$38.7M+",
    "stage": "Series A",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean AI video editor (Vrew) with material global creator adoption. SoftBank Ventures-backed Korean answer to RunwayML/Descript for transcript-based editing.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI transcript-based video editor",
    "description": "Maker of Vrew, a word-processor-style AI video editor that lets users cut footage by editing the transcript, plus vFlat document scanner.",
    "founder": {
      "name": "Nam Se-dong",
      "title": "CEO"
    },
    "website": "https://voyagerx.com",
    "products": [
      {
        "name": "Vrew",
        "description": "AI video editor that lets you cut footage by editing transcripts.",
        "link": "https://vrew.voyagerx.com"
      },
      {
        "name": "vFlat",
        "description": "AI document scanner for mobile.",
        "link": "https://vflat.com"
      }
    ],
    "competitors": [
      "Descript",
      "OpusClip"
    ]
  },
  {
    "id": "estsoft",
    "name": "ESTsoft",
    "nativeName": "이스트소프트",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 1993,
    "valuation": "Public (KOSDAQ:047560)",
    "marketCap": "KRW 82.79B",
    "totalFunding": "Not disclosed",
    "stage": "Public",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "KOSDAQ-listed AI division shipping virtual-human, AI dubbing, interactive avatar, and Korean AI search products. Member of LG AI Research's sovereign foundation-model consortium.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Listed Korean virtual-human video and dubbing AI",
    "description": "Listed Korean software company whose AI division offers Perso Interactive, Perso Dubbing, Studio Perso, Alan, Alan Slide, and AI-avatar/lip-sync products for enterprise, public, and content workflows.",
    "founder": {
      "name": "Jung Sang-won",
      "title": "CEO"
    },
    "website": "https://estsoft.ai",
    "products": [
      {
        "name": "Perso Interactive",
        "description": "Conversational AI-avatar interface and AI Station for kiosks and service environments.",
        "link": "https://estsoft.ai/"
      },
      {
        "name": "Studio Perso",
        "description": "Virtual-human video generation platform.",
        "link": "https://estsoft.ai"
      },
      {
        "name": "Perso AI Dubbing",
        "description": "Multilingual lip-sync dubbing for video.",
        "link": "https://estsoft.ai"
      },
      {
        "name": "Alan",
        "description": "Korean AI agent for nuanced search and deep research.",
        "link": "https://estsoft.ai/"
      },
      {
        "name": "Alan Slide",
        "description": "AI slide-generation product with automatic structure and references.",
        "link": "https://estsoft.ai/"
      }
    ],
    "competitors": [
      "Synthesia",
      "HeyGen"
    ],
    "sourceUrls": [
      "https://estsoft.ai/"
    ],
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "plask",
    "name": "Plask",
    "nativeName": "플라스크",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2020,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Seed",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean browser-based AI motion capture used by indie animators and game studios. Naver / Samsung C-Lab / KT backed.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean AI motion capture and 3D animation",
    "description": "Browser-based AI motion-capture platform turning ordinary video into 3D animation rigs for animators and game studios.",
    "founder": {
      "name": "Junho Lee",
      "title": "CEO"
    },
    "website": "https://plask.ai",
    "products": [
      {
        "name": "Plask Motion",
        "description": "AI motion-capture and 3D animation in the browser.",
        "link": "https://plask.ai"
      }
    ],
    "competitors": [
      "Move AI",
      "DeepMotion"
    ]
  },
  {
    "id": "3i-inc",
    "name": "3i Inc.",
    "nativeName": "쓰리아이",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$24M+",
    "stage": "Series A",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean spatial-AI / digital-twin platform (Beamo). Used by enterprise facilities operators — a credible Korean entry in the 3D/digital-twin layer.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean spatial AI and enterprise digital twin",
    "description": "Spatial-AI scanning and digital-twin platform for enterprise facilities, plus Pivo auto-tracking smartphone camera mount.",
    "founder": {
      "name": "Kenneth Kim",
      "title": "CEO"
    },
    "website": "https://www.beamo.ai",
    "products": [
      {
        "name": "Beamo",
        "description": "Spatial-AI digital twin platform for enterprise facilities.",
        "link": "https://www.beamo.ai"
      },
      {
        "name": "Pivo",
        "description": "AI auto-tracking smartphone camera mount.",
        "link": "https://www.pivo.ai"
      }
    ],
    "competitors": [
      "Matterport",
      "NavVis"
    ]
  },
  {
    "id": "lionrocket",
    "name": "LionRocket",
    "nativeName": "라이온로켓",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "14B KRW+",
    "stage": "Series A",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean generative-AI tooling for webtoon and digital-human video production. Webtoon is a Korea-native creative export, and LionRocket targets that production layer directly.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI tooling for webtoon production",
    "description": "Generative-AI tooling for webtoon and digital-human video production. Flagship Genvas serves Korean webtoon studios with assisted illustration and styling.",
    "founder": {
      "name": "Ryan Jung",
      "title": "CEO"
    },
    "website": "https://lionrocket.ai",
    "products": [
      {
        "name": "Genvas",
        "description": "AI webtoon production studio.",
        "link": "https://lionrocket.ai"
      }
    ],
    "competitors": [
      "Cuttle",
      "Toonsquid"
    ]
  },
  {
    "id": "sketchsoft",
    "name": "Sketchsoft",
    "nativeName": "스케치소프트",
    "location": "Daejeon, Korea",
    "employees": "Not disclosed",
    "founded": 2020,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$3.2M+",
    "stage": "Series A",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "KAIST-rooted Korean 3D sketching app with AI assistance. Niche but distinctive — Korean answer to Spline AI for 3D ideation.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI-assisted 3D sketching",
    "description": "3D sketching app that lets designers draw concepts directly in 3D space with AI assistance. KAIST spin-out.",
    "founder": {
      "name": "Yongkwan Kim",
      "title": "CEO"
    },
    "website": "https://www.sketchsoft3d.com",
    "products": [
      {
        "name": "Feather",
        "description": "AI-assisted 3D sketching application.",
        "link": "https://www.sketchsoft3d.com"
      }
    ],
    "competitors": [
      "Spline AI",
      "Vectary"
    ]
  },
  {
    "id": "galaxy-corporation",
    "name": "Galaxy Corporation",
    "nativeName": "갤럭시코퍼레이션",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "~KRW 1T (reported pre-IPO valuation)",
    "totalFunding": "KRW 100B+ pre-IPO (2025); KOSPI listing targeted 2026",
    "stage": "Pre-IPO",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korean AI enter-tech unicorn building virtual idols, AI choreography, voice synthesis, and humanoid stage robots for K-pop. G-Dragon-backed; 2026 IPO planned at ~KRW 1T valuation.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Korean AI virtual idol and K-pop enter-tech platform",
    "description": "AI-driven enter-tech for K-pop: virtual-idol auditions, AI choreography, voice synthesis, humanoid stage robots. Roster includes G-Dragon. Planning a 2026 IPO at a ~KRW 1T valuation.",
    "founder": {
      "name": "Choi Yong-ho",
      "title": "CEO"
    },
    "website": "https://www.galaxyuniverse.ai",
    "products": [
      {
        "name": "Galaxy Virtual Idol Platform",
        "description": "AI virtual-idol audition, choreography, and voice synthesis stack for K-pop.",
        "link": "https://www.galaxyuniverse.ai"
      }
    ],
    "competitors": [
      "Pulse9",
      "MAVE:"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2025-10",
        "round": "Pre-IPO",
        "amount": "KRW 100B+",
        "valuation": "~KRW 1T (reported)",
        "investors": [
          "Korea Investment & Securities",
          "Shinhan Venture Investment"
        ],
        "sourceUrl": "https://www.thebell.co.kr/front/newsview.asp?key=202510271654338200108194"
      }
    ]
  },
  {
    "id": "motif-technologies",
    "name": "Motif Technologies",
    "nativeName": "모티프테크놀로지스",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2024,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 24B Series B (May 2026)",
    "stage": "Series B",
    "category": "Foundation Models",
    "stackLayer": "foundation-models",
    "whyItMatters": "Moreh spin-out training open-weight Korean LLMs from scratch. Leads one of three Korean sovereign-AI foundation-model consortia — a strategically important player even at seed stage.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean open-weight sovereign LLM training lab",
    "description": "Open-source LLM training company spun out of Moreh. Trains open-weight Korean LLMs from scratch and leads a Korean national foundation-model consortium.",
    "founder": {
      "name": "Lim Junghwan",
      "title": "CEO"
    },
    "website": "https://motiftech.io",
    "products": [
      {
        "name": "Motif 12.7B",
        "description": "Open-weight Korean LLM trained from scratch.",
        "link": "https://motiftech.io"
      }
    ],
    "competitors": [
      "Upstage Solar",
      "EXAONE"
    ],
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-05",
        "round": "Series B",
        "amount": "KRW 24B",
        "investors": [
          "NICE Investment Partners",
          "Nautilus Investment",
          "Ditto Investment",
          "Forest Ventures"
        ],
        "sourceUrl": "https://en.wowtale.net/2026/05/28/234131/"
      }
    ]
  },
  {
    "id": "trillion-labs",
    "name": "Trillion Labs",
    "nativeName": "트릴리언랩스",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2024,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$4.2M+",
    "stage": "Pre-Seed",
    "category": "Foundation Models",
    "stackLayer": "foundation-models",
    "whyItMatters": "Founded by an ex-Naver HyperCLOVA X researcher. Builds proprietary Korean/Asian LLMs including Korea's first diffusion-transformer LLM. Strong technical story even at pre-seed.",
    "fundingStatus": "recently-funded",
    "seekingFunding": true,
    "koreanGapFilled": "Korean diffusion-transformer LLM research lab",
    "description": "Builds proprietary Korean/Asian large language models, including Korea's first diffusion-transformer LLM.",
    "founder": {
      "name": "Shin Jae-min",
      "title": "CEO"
    },
    "website": "https://trillionlabs.co",
    "products": [
      {
        "name": "Trida-7B",
        "description": "Korean diffusion-transformer LLM.",
        "link": "https://trillionlabs.co"
      }
    ],
    "competitors": [
      "Mistral",
      "Upstage Solar"
    ]
  },
  {
    "id": "tunib",
    "name": "TUNiB",
    "nativeName": "튜닙",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2021,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Seed",
    "category": "Infrastructure",
    "stackLayer": "infrastructure",
    "whyItMatters": "Korean generative-AI safety + de-identification API house founded by ex-Kakao Brain NLP team. Persona chatbot tooling and open-source Korean sLLMs.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": true,
    "koreanGapFilled": "Korean LLM safety and de-identification APIs",
    "description": "Generative-AI safety, de-identification, and persona-chatbot APIs from an ex-Kakao Brain NLP team. Open-source Korean small LLMs.",
    "founder": {
      "name": "Park Gyu-byeong",
      "title": "CEO"
    },
    "website": "https://tunib.ai",
    "products": [
      {
        "name": "TUNiBridge",
        "description": "LLM safety and de-identification API bridge.",
        "link": "https://tunib.ai"
      }
    ],
    "competitors": [
      "Lakera",
      "Guardrails AI"
    ]
  },
  {
    "id": "common-computer",
    "name": "Common Computer",
    "nativeName": "커먼컴퓨터",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Series A",
    "category": "AI Infrastructure",
    "stackLayer": "infrastructure",
    "whyItMatters": "Korean decentralized GPU cloud (AI Network) — closest Korean analog to RunPod / Vast for cost-efficient A100/H100 compute. Useful coverage for Korean AI infra map.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": true,
    "koreanGapFilled": "Korean decentralized GPU cloud",
    "description": "Blockchain-based collaborative GPU compute network (A100/H100 from ~$0.99/hr). Operates AI Network as a Korean alternative to RunPod-style GPU clouds.",
    "founder": {
      "name": "Kasey Kyoungho Song",
      "title": "CEO"
    },
    "website": "https://comcom.ai",
    "products": [
      {
        "name": "AI Network GPU Cloud",
        "description": "Decentralized GPU cloud for AI training and inference.",
        "link": "https://comcom.ai"
      }
    ],
    "competitors": [
      "RunPod",
      "Vast.ai"
    ]
  },
  {
    "id": "mediwhale",
    "name": "Mediwhale (메디웨일)",
    "location": "Korea",
    "employees": "50+",
    "founded": 2016,
    "valuation": "Not disclosed",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 51.2B cumulative (~$35M; Series C KRW 20B, Mar 2026); KOSDAQ targeted H1 2027",
    "stage": "Series C",
    "category": "Healthcare AI",
    "description": "Korean AI company using retinal fundus photography to predict systemic cardiovascular and metabolic disease risk — Dr. Noon CVD analyzes a single retinal image to output a 10-year CVD risk score, trained on 1.6M retinal images. MFDS cleared (June 2023 private reimbursement code), CE Mark Class IIa, cleared in 8 international markets (Korea, UK, Italy, Australia, Malaysia, Singapore, Indonesia, UAE). 170+ Korean medical institutions as of March 2026. Partnership with iCare (Revenio Group) for fundus camera integration.",
    "founder": {
      "name": "Lee Won-ha",
      "title": "CEO"
    },
    "website": "https://www.mediwhale.com",
    "products": [
      {
        "name": "Dr. Noon CVD",
        "link": "https://www.mediwhale.com",
        "description": "AI that predicts 10-year cardiovascular disease risk from a single retinal photograph — MFDS cleared, CE Mark Class IIa, deployed in 170+ Korean hospitals and 8 countries."
      }
    ],
    "competitors": [
      "eyenuk",
      "lumineticcore",
      "Sky Labs"
    ],
    "whyItMatters": "Retinal imaging for systemic CVD risk prediction is a novel non-invasive screening modality — no established competing product holds equivalent clearances across 8 international markets. iCare camera integration creates OEM distribution into Revenio's global installed base. $34M Series C and 2027 KOSDAQ IPO target indicate commercial-readiness trajectory.",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-03",
        "round": "Series C",
        "amount": "KRW 20B",
        "investors": [
          "Premier Partners",
          "KB Investment",
          "IMM Investment"
        ],
        "sourceUrl": "https://www.venturesquare.net/1072232"
      }
    ]
  },
  {
    "id": "medipixel",
    "name": "Medipixel (메디픽셀)",
    "location": "Korea",
    "employees": "50+",
    "founded": 2017,
    "valuation": "Not disclosed",
    "marketCap": "Not disclosed",
    "totalFunding": "~$22M (Series B ₩17B October 2023)",
    "stage": "Series B",
    "category": "Healthcare AI",
    "description": "Korean AI company for interventional cardiology and neurovascular imaging — MPXA-2000 provides real-time coronary QCA (vessel segmentation and lesion quantification in 1–2 seconds), MPFFR-1000 derives FFR from angiography without a pressure wire (AUC 0.949), and MPNeuro reconstructs cerebrovascular anatomy in 3D. MFDS cleared for all three products; FDA 510(k) K222036 cleared February 2023 for MPXA-2000. AIM-FFR Trial (NCT07329699) ongoing for MPFFR-1000. US office in Cambridge, MA.",
    "founder": {
      "name": "Not publicly disclosed",
      "title": ""
    },
    "website": "https://medipixel.io",
    "products": [
      {
        "name": "MPXA",
        "link": "https://medipixel.io/products/medipixelxa/",
        "description": "Real-time AI coronary angiography analysis — vessel segmentation, lesion quantification (QCA) in 1–2 seconds. MFDS cleared 2021; FDA 510(k) K222036 cleared February 2023."
      },
      {
        "name": "MPFFR-1000",
        "link": "https://medipixel.io",
        "description": "AI-derived fractional flow reserve from coronary angiography without a pressure wire. AUC 0.949 vs invasive FFR. MFDS cleared with Innovative Medical Device status; AIM-FFR clinical trial ongoing."
      }
    ],
    "competitors": [
      "heartflow",
      "RapidAI",
      "Siemens Healthineers"
    ],
    "whyItMatters": "MPFFR-1000 is the Korean analog to HeartFlow — FFR without invasive measurement — but derived from angiography rather than CT, targeting the cathlab workflow rather than the cardiology pre-screening workflow. FDA-cleared MPXA-2000 gives US market access; Cambridge MA office signals active US commercialization. 2023 MedTech Innovator Asia Pacific Grand Prize validates independent expert judgment of the technology."
  },
  {
    "id": "soombit-ai",
    "name": "Soombit.ai (숨빗에이아이)",
    "location": "Korea",
    "employees": "20+",
    "founded": 2023,
    "valuation": "Not disclosed",
    "marketCap": "Not disclosed",
    "totalFunding": "₩5B / ~$3.6M (Seed, Altos Ventures, November 2024)",
    "stage": "Seed",
    "category": "Healthcare AI",
    "description": "Korean AI company behind AIRead-CXR — Korea's first MFDS-approved generative AI-based medical software device (SaMD Class 3, approved April 2, 2026). Generates preliminary radiology reports for chest X-rays covering 57 conditions, trained on ~14M data points and validated at Seoul National University Hospital and Seoul National University Bundang Hospital. Founded by ex-KakaoBrain Chief Healthcare Officer (CEO Bae Woong) and former KakaoBrain image generation research lead (CTO Saehoon Kim). Backed by Altos Ventures.",
    "founder": {
      "name": "Bae Woong",
      "title": "CEO (ex-KakaoBrain Chief Healthcare Officer)"
    },
    "website": "https://soombit.ai",
    "products": [
      {
        "name": "AIRead-CXR",
        "link": "https://soombit.ai",
        "description": "Korea's first MFDS-approved generative AI radiology report generator for chest X-rays — covers 57 conditions, Class 3 SaMD approval April 2026. Validated at SNUH and SNUBH."
      }
    ],
    "competitors": [
      "coreline-soft",
      "lunit",
      "vuno"
    ],
    "whyItMatters": "AIRead-CXR is the first product approved under MFDS's new Guidelines for Generative AI Medical Devices — a regulatory first that establishes the pathway for future generative AI medical products in Korea. Founded by core KakaoBrain healthcare AI leaders with Altos Ventures backing. Pre-revenue but regulatory milestone signals near-term commercialization."
  },
  {
    "id": "ontact-health",
    "name": "Ontact Health (온택트헬스)",
    "location": "Korea",
    "employees": "30+",
    "founded": 2020,
    "valuation": "Not disclosed",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed",
    "stage": "Series A",
    "category": "Healthcare AI",
    "description": "Korean cardiac AI company — SONIX HEALTH provides AI-powered automated echocardiography analysis covering quantitative measurement, qualitative assessment, diagnostic summary, and referral recommendation from a single exam. Reduces echocardiography reporting time by over 70%. Clinical accuracy: B-mode 96%, Doppler 99%, M-mode 100%; LV GLS correlation ~0.97. MFDS cleared; FDA 510(k) cleared. ~3,000 medical institutions worldwide as of end-2025. May 2026: Samjin Pharmaceutical exclusive Korea distribution MOU.",
    "founder": {
      "name": "Not publicly disclosed",
      "title": ""
    },
    "website": "https://www.ontacthealth.com",
    "products": [
      {
        "name": "SONIX HEALTH",
        "link": "https://www.ontacthealth.com/kr/solution/sonix_health.php",
        "description": "AI echocardiography analysis platform — automates quantitative measurement, qualitative assessment, and diagnostic summary generation with >96% accuracy. MFDS and FDA cleared; deployed at ~3,000 institutions worldwide."
      }
    ],
    "competitors": [
      "eko-health",
      "anumana",
      "Samsung Medison"
    ],
    "whyItMatters": "SONIX HEALTH addresses a global cardiology bottleneck — echocardiography reading backlogs — with both MFDS and FDA clearance. ~3,000 institutions is a significant installation base for a 4-year-old Korean medtech startup. Samjin Pharmaceutical exclusive distribution creates a national commercial channel without direct sales cost."
  },
  {
    "id": "samsung-medison",
    "name": "Samsung Medison (삼성메디슨)",
    "location": "Korea",
    "employees": "3,000+",
    "founded": 1985,
    "valuation": "Samsung Electronics subsidiary (unlisted)",
    "marketCap": "Not disclosed",
    "totalFunding": "Samsung Electronics subsidiary (public)",
    "stage": "Corporate",
    "category": "Healthcare AI",
    "description": "Korean medical ultrasound company (Samsung Electronics subsidiary, 69.1% stake) leading AI-powered diagnostic ultrasound. S-Detect for Breast and S-Detect for Thyroid were among the first deep-learning CAD tools for ultrasound cancer detection. Samsung Z20 (FDA K241971, cleared 2024) uses AI to identify 39 OB anatomical views, label 47 structures, and reduce keystrokes 94%. Auto Lung Nodule Detection (FDA, 2021). 2024 revenue ~₩1.2T (~$865M). Products deployed in 110 countries; 85% overseas sales. The Samsung AI ultrasound platform now includes AI guidance, auto-measurement, and smart workflow features across multiple probe types.",
    "founder": {
      "name": "Not applicable (founded as Medison)",
      "title": ""
    },
    "website": "https://www.samsungmedison.com",
    "products": [
      {
        "name": "S-Detect for Breast",
        "link": "https://www.samsungmedison.com/global/ai",
        "description": "Deep learning AI for breast lesion classification (benign/malignant) on ultrasound — CE marked 2016, one of the first clinical deep-learning CAD tools for breast ultrasound."
      },
      {
        "name": "S-Detect for Thyroid",
        "link": "https://www.samsungmedison.com/global/ai",
        "description": "Deep learning AI nodule classification by 6 TIRADS categories for thyroid ultrasound — first clinical deep-learning thyroid CAD."
      },
      {
        "name": "Samsung Z20",
        "link": "https://www.samsungmedison.com/global/product/z20",
        "description": "AI-powered OB/GYN ultrasound system — identifies 39 standard OB views, labels 47 anatomical structures, reduces keystrokes 94%. FDA 510(k) K241971 cleared 2024."
      }
    ],
    "competitors": [
      "airs-medical",
      "GE HealthCare",
      "Philips",
      "Siemens Healthineers"
    ],
    "whyItMatters": "Samsung Medison is the only Korean medical device company with global scale in AI ultrasound, covering oncology screening (breast, thyroid) and OB/GYN with FDA-cleared deep learning. $865M revenue and 110-country presence put it in a different commercialization tier from Korean AI startups. S-Detect products have a first-mover clinical AI ultrasound history spanning nearly a decade.",
    "valuationUpdated": "2026-07-05"
  },
  {
    "id": "promedius",
    "name": "Promedius (프로메디우스)",
    "location": "Korea",
    "employees": "30+",
    "founded": 2019,
    "valuation": "Not disclosed",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 35B+ cumulative (Series B KRW 21.5B, Jun 2026; Daewoong and Naver strategic)",
    "stage": "Series B",
    "category": "Healthcare AI",
    "description": "Korean AI company (Seoul Asan Medical Center spinout) for opportunistic disease screening from routine X-rays — Osteo Signal detects osteoporosis risk from routine chest X-rays (MFDS approved March 2025, Innovative Medical Device designation Nov 2024; FDA decision expected 2026), Myo Signal detects sarcopenia from CT. Published in JBMR Plus. Research partnerships with Massachusetts General Hospital, Penn State Health, and SNUH. Cleared in Vietnam and Indonesia. CE expected 2026. Osteo Signal received MFDS approval in 2025.",
    "founder": {
      "name": "Kim Young-jin",
      "title": "CEO"
    },
    "website": "https://promedius.ai",
    "products": [
      {
        "name": "Osteo Signal",
        "link": "https://promedius.ai",
        "description": "AI osteoporosis screening from routine chest X-ray — detects risk in the ~75% of patients undiagnosed before fracture. MFDS approved March 2025 with Innovative Medical Device designation. FDA expected 2026."
      }
    ],
    "competitors": [
      "coreline-soft",
      "riverain-technologies",
      "Gleamer"
    ],
    "whyItMatters": "Opportunistic osteoporosis screening from routine chest X-rays addresses a massive underdiagnosis problem with no additional scan required — a strong value proposition for hospital procurement. Seoul Asan Medical Center origin provides training data from one of Korea's top referral hospitals. MGH and Penn State research partnerships validate international clinical applicability.",
    "valuationUpdated": "2026-07-05",
    "fundingRounds": [
      {
        "date": "2026-06",
        "round": "Series B",
        "amount": "KRW 21.5B",
        "investors": [
          "Daewoong Pharmaceutical",
          "NAVER",
          "Woori Venture Partners"
        ],
        "sourceUrl": "https://www.venturesquare.net/1089352"
      }
    ]
  },
  {
    "id": "stradvision",
    "name": "StradVision",
    "nativeName": "스트라드비젼",
    "location": "Seoul, Korea",
    "employees": "300+",
    "founded": 2014,
    "valuation": "Public (KOSDAQ)",
    "marketCap": "Not disclosed",
    "totalFunding": "$150M+ pre-IPO; IPO raised ~KRW 84B",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "Autonomous Mobility",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's leading exported ADAS perception software vendor: SVNet ships in 5M+ mass-production vehicles across 13 global OEM/Tier-1 programs, and the June 2026 KOSDAQ listing made it Korea's public-market pure-play in vehicle vision AI.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Mass-production automotive perception AI sold to global OEMs",
    "description": "Deep-learning ADAS/AD perception software (SVNet) for mass-production vehicles. Listed on KOSDAQ June 30, 2026; strategic investors include Aptiv, Hyundai Motor, and LG Electronics.",
    "founder": {
      "name": "Junhwan Kim",
      "title": "CEO"
    },
    "website": "https://stradvision.com",
    "products": [
      {
        "name": "SVNet",
        "description": "Camera-perception software for automotive ADAS production programs",
        "link": "https://stradvision.com/dh/product_front"
      }
    ],
    "competitors": [
      "Mobileye",
      "Qualcomm Arriver",
      "Phantom AI"
    ],
    "sourceUrls": [
      "https://www.prnewswire.com/news-releases/stradvision-files-for-kosdaq-ipo-targets-offering-of-7-million-shares-302738810.html",
      "https://www.ajupress.com/view/20260630095270188"
    ],
    "fundingRounds": [
      {
        "date": "2026-06",
        "round": "IPO",
        "amount": "~KRW 84B (KOSDAQ)",
        "sourceUrl": "https://www.ajupress.com/view/20260630095270188"
      }
    ]
  },
  {
    "id": "lg-cns",
    "name": "LG CNS",
    "nativeName": "LG씨엔에스",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 1987,
    "valuation": "Public (KOSPI:064400)",
    "marketCap": "KRW 7.19T",
    "totalFunding": "IPO Feb 2025",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "Enterprise AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "Korea's largest listed enterprise-AI/DX services vendor since its February 2025 KOSPI IPO, packaging generative-AI adoption (DAP GenAI / AX Platform, AICC) for Korean finance, manufacturing, and government.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Enterprise AI transformation platform and AI contact center at systems-integrator scale",
    "description": "Enterprise IT services and AI company of LG Group. Sells the AX Platform (DAP GenAI family) for enterprise generative-AI development and operations, plus AI contact center offerings.",
    "founder": {
      "name": "Hyun Shin-gyun",
      "title": "CEO"
    },
    "website": "https://www.lgcns.com",
    "products": [
      {
        "name": "AX Platform (DAP GenAI)",
        "description": "Enterprise generative-AI development, deployment, and governance platform.",
        "link": "https://www.lgcns.com/en/service/ai/ax-platform.html"
      },
      {
        "name": "LG CNS AICC",
        "description": "AI contact center with chatbots, voicebots, and generative agent assist.",
        "link": "https://www.lgcns.com/en/service/ai/ai-contact-center.html"
      }
    ],
    "competitors": [
      "Samsung SDS",
      "SK C&C",
      "Accenture"
    ],
    "sourceUrls": [
      "https://stockanalysis.com/quote/krx/064400/",
      "https://www.lgcns.com/en/service/ai/ax-platform.html"
    ]
  },
  {
    "id": "deepnoid",
    "name": "Deepnoid",
    "nativeName": "딥노이드",
    "location": "Seoul, Korea",
    "employees": "180+",
    "founded": 2008,
    "valuation": "Public (KOSDAQ:315640)",
    "marketCap": "KRW 45.8B",
    "totalFunding": "IPO 2021",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "One of four KOSDAQ-listed Korean medical-imaging AI companies and holder of Korea's first MFDS approval for a generative-AI medical device (M4CXR chest X-ray report drafting); also deploys vision AI into security X-ray screening at 14 Korean airports.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Generative-AI radiology reporting and cerebral-aneurysm detection",
    "description": "Medical imaging AI (DEEP:NEURO aneurysm detection, M4CXR generative report drafting, DEEP:CHEST) plus industrial security X-ray AI. MFDS-cleared; no FDA/CE clearance yet.",
    "founder": {
      "name": "Choi Woo-sik",
      "title": "CEO"
    },
    "website": "https://www.deepnoid.com",
    "products": [
      {
        "name": "DEEP:NEURO",
        "description": "AI detection of unruptured cerebral aneurysms on brain MRA.",
        "link": "https://www.deepnoid.com/products/medical/deep-neuro"
      },
      {
        "name": "M4CXR",
        "description": "Generative-AI chest X-ray report drafting (MFDS Class 3).",
        "link": "https://www.deepnoid.com/products/medical/m4cxr"
      }
    ],
    "competitors": [
      "Lunit",
      "Vuno",
      "Coreline Soft"
    ],
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/315640/",
      "https://www.deepnoid.com/products/medical/m4cxr"
    ]
  },
  {
    "id": "selvas-ai",
    "name": "Selvas AI",
    "nativeName": "셀바스AI",
    "location": "Seoul, Korea",
    "employees": "160+",
    "founded": 1999,
    "valuation": "Public (KOSDAQ:108860)",
    "marketCap": "KRW 201.6B",
    "totalFunding": "Public since 2009 (as DIOTEK)",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "Voice AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "One of Korea's longest-running listed AI companies (founded 1999 as DIOTEK): its Korean-optimized speech recognition, TTS, and handwriting engines are embedded across government transcription, hospitals, broadcasters, telcos, and e-book platforms.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Domestic voice-AI engines competing with hyperscaler speech APIs",
    "description": "Korean speech recognition (Selvy STT), text-to-speech (Selvy TTS), handwriting recognition, and AI health-risk prediction (Selvy Checkup). Renamed Selvas AI in 2016; 2025 revenue KRW 114.8B.",
    "founder": {
      "name": "Kwak Min-cheol",
      "title": "CEO"
    },
    "website": "https://www.selvasai.com",
    "products": [
      {
        "name": "Selvy STT",
        "description": "Korean speech-to-text engine for transcription and voice interfaces.",
        "link": "https://www.selvasai.com/stt"
      },
      {
        "name": "Selvy TTS",
        "description": "Deep-learning text-to-speech with emotional expression.",
        "link": "https://www.selvasai.com/tts"
      },
      {
        "name": "Selvy Checkup",
        "description": "AI disease-risk prediction from health-checkup data.",
        "link": "https://www.selvasai.com/checkup"
      }
    ],
    "competitors": [
      "Naver Clova Speech",
      "Supertone",
      "Return Zero"
    ],
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/108860/",
      "https://www.selvasai.com/tts"
    ]
  },
  {
    "id": "alchera",
    "name": "Alchera",
    "nativeName": "알체라",
    "location": "Seoul, Korea",
    "employees": "110+",
    "founded": 2016,
    "valuation": "Public (KOSDAQ:347860)",
    "marketCap": "KRW 59.0B",
    "totalFunding": "IPO 2020",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "Vision AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "One of Korea's few listed vision-AI pure-plays with verifiable overseas deployment: NIST-ranked face recognition runs Incheon Airport's Smart Pass, its eKYC stack sits in 110+ Korean financial/enterprise KYC workflows, and FireScout wildfire AI is used by US utilities.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Exported vision AI: face verification, eKYC, and wildfire detection",
    "description": "Vision AI company (Snow/Naver affiliate): eKYC identity verification, Face Trust recognition engine, and FireScout wildfire detection operated by US subsidiary Alchera X.",
    "founder": {
      "name": "Hwang Young-gyu",
      "title": "CEO"
    },
    "website": "https://alchera.ai",
    "products": [
      {
        "name": "Alchera eKYC",
        "description": "Remote identity verification with ID OCR, face matching, and forgery detection.",
        "link": "https://alchera.ai/solutions/ekyc"
      },
      {
        "name": "FireScout",
        "description": "AI wildfire smoke detection on utility camera networks.",
        "link": "https://firescout.ai/"
      }
    ],
    "competitors": [
      "Suprema",
      "CUBOX",
      "Pano AI"
    ],
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/347860/",
      "https://firescout.ai/"
    ]
  },
  {
    "id": "wanted-lab",
    "name": "Wanted Lab",
    "nativeName": "원티드랩",
    "location": "Seoul, Korea",
    "employees": "180+",
    "founded": 2015,
    "valuation": "Public (KOSDAQ:376980)",
    "marketCap": "Not disclosed",
    "totalFunding": "IPO 2021",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "HR AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's flagship AI-native hiring platform: a KOSDAQ-listed HR-tech company whose AI matching engine is trained on 10M+ match outcomes for 3.6M+ registered tech professionals, now commercializing its LLM-ops layer (LaaS) into an enterprise agent business.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "AI hiring match plus enterprise LLM-ops platform",
    "description": "AI hiring-match platform (Wanted) with AI interview/resume coaching, plus Wanted LaaS prompt-management/agent-builder platform and Wanted AX enterprise AI-transformation services.",
    "founder": {
      "name": "Lee Bok-ki",
      "title": "CEO"
    },
    "website": "https://www.wantedlab.com",
    "products": [
      {
        "name": "Wanted",
        "description": "AI job-candidate matching platform.",
        "link": "https://www.wanted.co.kr"
      },
      {
        "name": "Wanted LaaS",
        "description": "LLM app and agent builder platform.",
        "link": "https://laas.wanted.co.kr"
      }
    ],
    "competitors": [
      "LinkedIn",
      "Saramin",
      "JobKorea"
    ],
    "sourceUrls": [
      "https://www.wantedlab.com/en/",
      "https://stockanalysis.com/quote/kosdaq/376980/"
    ]
  },
  {
    "id": "hancom",
    "name": "Hancom",
    "nativeName": "한컴",
    "location": "Seongnam, Korea",
    "employees": "420+",
    "founded": 1990,
    "valuation": "Public (KOSDAQ:030520)",
    "marketCap": "KRW 460.5B",
    "totalFunding": "Public",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "Enterprise Productivity AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Hancom owns the de facto Korean government document standard (HWP) and is converting that public-sector lock-in into sovereign AI distribution: Hancom Assistant is rolling out across central ministries and the National Assembly with on-premise sLLM options.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Sovereign document AI on the Korean government's office-software standard",
    "description": "Korea's office-software company (renamed from Hangul and Computer to Hancom, July 2026) pivoting to a 'sovereign agentic OS' strategy. AI revenue reached ~11.5% of Q1 2026 sales.",
    "founder": {
      "name": "Kim Yeon-su",
      "title": "CEO"
    },
    "website": "https://www.hancom.com",
    "products": [
      {
        "name": "Hancom Assistant",
        "nativeName": "한컴어시스턴트",
        "description": "AI drafting and document assistance for Hancom Office environments",
        "link": "https://www.hancom.com/en/ai/products/assistant"
      },
      {
        "name": "Hancom Docs",
        "nativeName": "한컴독스",
        "description": "Cloud Hancom Office with AI drafting and translation tier.",
        "link": "https://www.hancomdocs.com/en"
      }
    ],
    "competitors": [
      "Microsoft 365 Copilot",
      "Polaris Office",
      "Naver Works"
    ],
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/030520/",
      "https://en.sedaily.com/finance/2026/07/02/hancom-rebrands-after-36-years-bets-on-agentic-os"
    ]
  },
  {
    "id": "neuromeka",
    "name": "Neuromeka",
    "nativeName": "뉴로메카",
    "location": "Seoul, Korea",
    "employees": "130+",
    "founded": 2013,
    "valuation": "Public (KOSDAQ:348340)",
    "marketCap": "KRW 441.3B",
    "totalFunding": "IPO Nov 2022",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "Physical AI",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korea's first domestically designed collaborative-robot maker and 2024 Korean cobot revenue leader, proving Korean robotics can win real foodservice and manufacturing deployments at home and in the US (NSF-certified frying automation, Kyochon rollout).",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Domestic cobots with AI vision for SME manufacturing and foodservice",
    "description": "Collaborative robots (Indy line) with sensorless collision detection, AI vision (IndyEye), and developer APIs. FY2024 revenue KRW 25.3B, +84% YoY.",
    "founder": {
      "name": "Park Jong-hoon",
      "title": "CEO"
    },
    "website": "https://www.neuromeka.com",
    "products": [
      {
        "name": "Indy",
        "nativeName": "인디",
        "description": "Collaborative robot line with AI vision and direct teaching.",
        "link": "https://en.neuromeka.com/indy"
      }
    ],
    "competitors": [
      "Universal Robots",
      "Doosan Robotics",
      "Rainbow Robotics"
    ],
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/348340/",
      "https://en.neuromeka.com/indy"
    ]
  },
  {
    "id": "openedges",
    "name": "OPENEDGES Technology",
    "nativeName": "오픈엣지테크놀로지",
    "location": "Seoul, Korea",
    "employees": "200+",
    "founded": 2017,
    "valuation": "Public (KOSDAQ:394280)",
    "marketCap": "KRW 293.0B",
    "totalFunding": "IPO Sep 2022",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "AI Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korea's only listed semiconductor-IP company, licensing NPU (ENLIGHT) and memory-subsystem (ORBIT) IP so domestic and global chipmakers have a Korean alternative to Arm/Synopsys for edge-AI SoC building blocks.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean NPU and memory-subsystem IP for edge-AI chips",
    "description": "Semiconductor IP licensor founded by ex-Samsung Exynos designers: ENLIGHT NPU IP (edge inference through transformer/LLM-capable Pro) and ORBIT memory subsystem IP. 40+ customers, 80+ IP integrations (company-stated); licensees include Telechips and Eyenix.",
    "founder": {
      "name": "Lee Sung-hyun",
      "title": "CEO"
    },
    "website": "https://www.openedges.com",
    "products": [
      {
        "name": "ENLIGHT NPU IP",
        "description": "Licensable edge-AI NPU IP scaling to transformer/LLM workloads.",
        "link": "https://www.openedges.com/npu"
      },
      {
        "name": "ORBIT Memory Subsystem IP",
        "description": "DDR PHY, memory controller, and NoC interconnect IP.",
        "link": "https://www.openedges.com/orbit"
      }
    ],
    "competitors": [
      "Arm",
      "Synopsys",
      "Cadence"
    ],
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/394280/",
      "https://www.openedges.com/npu"
    ]
  },
  {
    "id": "clobot",
    "name": "Clobot",
    "nativeName": "클로봇",
    "location": "Seongnam, Korea",
    "employees": "Not disclosed",
    "founded": 2017,
    "valuation": "Public (KOSDAQ:466100)",
    "marketCap": "KRW 747.2B",
    "totalFunding": "IPO Oct 2024 (~KRW 39B raised)",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "Robotics",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korea's leading independent robot-orchestration software company: the vendor-neutral control layer (CROMS, CHAMELEON) that lets Korean enterprises operate mixed fleets of domestic and global robots, with 130+ clients including Hyundai Motor and Boston Dynamics.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Vendor-neutral multi-robot fleet orchestration software",
    "description": "Robot software company: CROMS heterogeneous fleet control and CHAMELEON hardware-agnostic autonomous navigation; signed a definitive agreement to acquire Doosan Logistics Solutions.",
    "founder": {
      "name": "Kim Chang-gu",
      "title": "CEO"
    },
    "website": "https://www.clobot.co.kr",
    "products": [
      {
        "name": "CROMS",
        "nativeName": "크롬스",
        "description": "Cloud heterogeneous robot fleet-control platform.",
        "link": "https://www.clobot.co.kr/croms"
      },
      {
        "name": "CHAMELEON",
        "nativeName": "카멜레온",
        "description": "Hardware-agnostic autonomous navigation for third-party robots.",
        "link": "https://www.clobot.co.kr/Chameleon"
      }
    ],
    "competitors": [
      "InOrbit",
      "Formant",
      "Rapyuta Robotics"
    ],
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/466100/",
      "https://www.kedglobal.com/robotics/newsView/ked202408270008"
    ],
    "fundingRounds": [
      {
        "date": "2024-10",
        "round": "IPO",
        "amount": "~KRW 39B (KOSDAQ 466100)",
        "sourceUrl": "https://www.kedglobal.com/robotics/newsView/ked202408270008"
      }
    ]
  },
  {
    "id": "uvify",
    "name": "UVify",
    "nativeName": "유비파이",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2014,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 60B round (Feb 2026) + Naver strategic investment (Jun 2026)",
    "valuationUpdated": "2026-07-05",
    "stage": "Late",
    "category": "Physical AI",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Korea's most successful drone exporter: a globally dominant swarm light-show drone maker (40K+ IFO drones across 25+ countries) that drew the largest-ever single investment in a Korean drone company and Naver's defense-AX backing.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Autonomous drone swarms exported at global scale",
    "description": "Autonomous drone company: IFO swarm light-show drones with RTK precision and fleet autonomy; expanding into defense/reconnaissance with Naver as strategic investor. First Korean drone maker to win the $10M Export Tower award.",
    "founder": {
      "name": "Lim Hyun",
      "title": "CEO"
    },
    "website": "https://www.uvify.com",
    "products": [
      {
        "name": "IFO",
        "description": "Swarm light-show drone flown in fleets of thousands.",
        "link": "https://www.uvify.com/product/ifo"
      }
    ],
    "competitors": [
      "HighGreat",
      "Damoda",
      "Verge Aero"
    ],
    "sourceUrls": [
      "https://en.sedaily.com/finance/2026/03/04/drone-startup-uvify-raises-42m-in-fresh-funding",
      "https://en.sedaily.com/technology/2026/06/01/naver-bets-on-defense-ax-with-drone-startup-uvify-investment"
    ],
    "fundingRounds": [
      {
        "date": "2026-02",
        "round": "Growth",
        "amount": "KRW 60B",
        "investors": [
          "Krit Ventures",
          "NXC"
        ],
        "sourceUrl": "https://en.sedaily.com/finance/2026/03/04/drone-startup-uvify-raises-42m-in-fresh-funding"
      },
      {
        "date": "2026-06",
        "round": "Strategic",
        "amount": "Not disclosed",
        "investors": [
          "Naver"
        ],
        "sourceUrl": "https://en.sedaily.com/technology/2026/06/01/naver-bets-on-defense-ax-with-drone-startup-uvify-investment"
      }
    ]
  },
  {
    "id": "hyperaccel",
    "name": "HyperAccel",
    "nativeName": "하이퍼엑셀",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2023,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 55B Series A (Dec 2024)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series A",
    "category": "AI Hardware",
    "stackLayer": "hardware-chips",
    "whyItMatters": "KAIST's bet on inference-specialized silicon: a Korean LPU challenger to Groq that anchors the Upstage sovereign-AI consortium's domestic inference stack, with 4nm chips fabricated through Samsung's foundry.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "LLM-inference-specialized Korean AI silicon (LPU)",
    "description": "LLM inference chip startup (KAIST spinout, Jan 2023): Bertha 4nm datacenter accelerators on the LPU architecture, FPGA-based HX-F55X on-prem servers, and licensable LPU IP with the HyperDex software stack. Pre-mass-production; no named cloud deployment disclosed yet.",
    "founder": {
      "name": "Kim Joo-young",
      "title": "CEO"
    },
    "website": "https://hyperaccel.ai",
    "products": [
      {
        "name": "Bertha 500",
        "description": "4nm LLM-inference datacenter accelerator on LPU architecture.",
        "link": "https://hyperaccel.ai/ha_product/bertha-500/"
      },
      {
        "name": "HX-F55X",
        "description": "On-premise LLM inference server on LPU-FPGA accelerators.",
        "link": "https://hyperaccel.ai/ha_product/hx-f55x/"
      }
    ],
    "competitors": [
      "Groq",
      "Rebellions",
      "FuriosaAI"
    ],
    "sourceUrls": [
      "https://hyperaccel.ai/hyperaccel-raises-55-billion-krw-in-series-a-funding-for-llm-focused-ai-semiconductor-development/",
      "https://www.thelec.net/news/articleView.html?idxno=5787"
    ],
    "fundingRounds": [
      {
        "date": "2024-12",
        "round": "Series A",
        "amount": "KRW 55B",
        "investors": [
          "Korea Investment Holdings",
          "IBK",
          "KB Investment",
          "SBVA"
        ],
        "sourceUrl": "https://hyperaccel.ai/hyperaccel-raises-55-billion-krw-in-series-a-funding-for-llm-focused-ai-semiconductor-development/"
      }
    ]
  },
  {
    "id": "gauss-labs",
    "name": "Gauss Labs",
    "nativeName": "가우스랩스",
    "location": "Palo Alto, USA / Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2020,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$55M initial capital from SK hynix (2020-2022)",
    "valuationUpdated": "2026-07-05",
    "stage": "Private",
    "category": "Manufacturing AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "SK Group's first dedicated AI company — a Moloco-style US-headquartered, Korean-rooted vendor whose Panoptes virtual metrology is proven inside SK hynix's memory fabs, one of the few documented production AI deployments in Korean semiconductor manufacturing.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Production-proven industrial AI for semiconductor fabs",
    "description": "Industrial AI company founded by SK hynix with CEO Young-Han Kim (ex-UCSD). Panoptes VM virtual metrology runs in SK hynix mass production across 5 sites in Korea and China since December 2022.",
    "founder": {
      "name": "Young-Han Kim",
      "title": "CEO"
    },
    "website": "https://www.gausslabs.ai",
    "products": [
      {
        "name": "Panoptes VM",
        "description": "AI virtual metrology predicting process outcomes for every wafer.",
        "link": "https://www.gausslabs.ai/vm"
      }
    ],
    "competitors": [
      "PDF Solutions",
      "Applied Materials SmartFactory",
      "Tignis"
    ],
    "sourceUrls": [
      "https://news.skhynix.com/gauss-labss-ai-based-virtual-metrology-solution/",
      "https://www.gausslabs.ai/vm"
    ],
    "fundingRounds": [
      {
        "date": "2020-08",
        "round": "Corporate commitment",
        "amount": "$55M (through 2022)",
        "investors": [
          "SK hynix"
        ],
        "sourceUrl": "https://news.skhynix.com/sk-hynix-invests-in-ai-specialized-company-gauss-labs-inc-to-lead-sks-future-value-creation/"
      }
    ]
  },
  {
    "id": "morai",
    "name": "MORAI",
    "nativeName": "모라이",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$24.9M ($20.8M Series B, Feb 2022)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series B",
    "category": "Autonomous Mobility",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's leading AV/digital-twin simulation vendor (KAIST-founded), supplying validation tooling to the Hyundai ecosystem (Hyundai Mobis, Hyundai AutoEver among 100+ clients) while expanding into aviation, robotics, and defense simulation.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Autonomous-driving simulation and validation tooling",
    "description": "Digital-twin simulation for autonomous systems: MORAI SIM lines for driving, air, defense, robotics, and traffic; ISO 26262 ASIL-D certified with NVIDIA/Ansys/dSPACE partnerships.",
    "founder": {
      "name": "Jiwon Jung",
      "title": "CEO"
    },
    "website": "https://www.morai.ai",
    "products": [
      {
        "name": "MORAI SIM Drive",
        "description": "High-fidelity digital-twin simulation for AV development and validation.",
        "link": "https://www.morai.ai/drive"
      }
    ],
    "competitors": [
      "Applied Intuition",
      "dSPACE",
      "Foretellix"
    ],
    "sourceUrls": [
      "https://techcrunch.com/2022/02/07/automotive-simulation-platform-morai-wants-to-expand-its-international-footprint-with-20-8m-series-b/",
      "https://www.morai.ai/drive"
    ],
    "fundingRounds": [
      {
        "date": "2022-02",
        "round": "Series B",
        "amount": "$20.8M",
        "investors": [
          "Korea Investment Partners",
          "KB Investment",
          "KDB"
        ],
        "sourceUrl": "https://techcrunch.com/2022/02/07/automotive-simulation-platform-morai-wants-to-expand-its-international-footprint-with-20-8m-series-b/"
      }
    ]
  },
  {
    "id": "rideflux",
    "name": "RideFlux",
    "nativeName": "라이드플럭스",
    "location": "Jeju, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 55.2B+ through Series B (Oct 2024); pre-IPO round reported",
    "valuationUpdated": "2026-07-05",
    "stage": "Pre-IPO",
    "category": "Autonomous Mobility",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's flagship homegrown L4 autonomy company: holder of Korea's first paid autonomous freight permit (April 2026), operator of the Hanjin autonomous trucking service and Jeju robotaxi/shuttle programs, targeting a KOSDAQ listing in H2 2026.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Commercial L4 driverless operations on Korean roads",
    "description": "Full-stack autonomous-driving software (RideFlux Driver): L4 driverless commercial vehicles with remote monitoring and an L2+ consumer variant, one hardware-agnostic stack from sedans to 25-ton trucks.",
    "founder": {
      "name": "Park Joong-hee",
      "title": "CEO"
    },
    "website": "https://www.rideflux.com",
    "products": [
      {
        "name": "RideFlux Driver",
        "description": "L4/L2+ autonomous-driving AI software stack.",
        "link": "https://www.rideflux.com/solution"
      }
    ],
    "competitors": [
      "42dot",
      "Autonomous a2z",
      "Kodiak Robotics"
    ],
    "sourceUrls": [
      "https://en.sedaily.com/technology/2026/07/01/rideflux-hanjin-launch-koreas-first-paid-autonomous-truck",
      "https://en.sedaily.com/finance/2026/04/16/rideflux-becomes-first-in-korea-to-receive-permit-for-paid"
    ],
    "fundingRounds": [
      {
        "date": "2024-10",
        "round": "Series B",
        "amount": "KRW 26B",
        "investors": [
          "Atinum Investment"
        ],
        "sourceUrl": "https://www.kedglobal.com/future-mobility/newsView/ked202410310008"
      },
      {
        "date": "2025-12",
        "round": "Pre-IPO",
        "amount": "~KRW 33B (reported)",
        "sourceUrl": "https://www.asiabusinessoutlook.com/news/rideflux-secures-20-billion-won-in-preipo-funding-round-nwid-10979.html"
      }
    ]
  },
  {
    "id": "return-zero",
    "name": "Return Zero",
    "nativeName": "리턴제로",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 24.8B+ (Series C Nov 2025; acquired by Ubase Group May 2026)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series C",
    "category": "Voice AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Korea's leading independent Korean-language speech-to-text stack (VITO, Callabo, RTZR STT), trained on 15M+ hours of Korean audio; its May 2026 acquisition by BPO group Ubase is a marquee case of voice AI being absorbed into Korea's contact-center industry.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Independent Korean speech recognition for consumers, teams, and developers",
    "description": "Speech AI company: VITO call transcription app (1M users, company-reported), Callabo meeting/call analysis for teams, and the RTZR STT enterprise API. Acquisition by Ubase Group agreed May 2026; amount undisclosed.",
    "founder": {
      "name": "Lee Cham-sol",
      "title": "CEO"
    },
    "website": "https://www.rtzr.ai",
    "products": [
      {
        "name": "VITO",
        "nativeName": "비토",
        "description": "AI call-recording and transcription app.",
        "link": "https://vito.ai"
      },
      {
        "name": "Callabo",
        "nativeName": "콜라보",
        "description": "AI meeting recording, transcription, and analysis for teams.",
        "link": "https://callabo.ai"
      },
      {
        "name": "RTZR STT API",
        "description": "Enterprise Korean/Japanese speech-to-text API.",
        "link": "https://www.rtzr.ai/stt"
      }
    ],
    "competitors": [
      "Otter.ai",
      "ActionPower",
      "Naver Clova Note"
    ],
    "sourceUrls": [
      "https://www.rtzr.ai",
      "https://platum.kr/archives/274227"
    ],
    "fundingRounds": [
      {
        "date": "2021-07",
        "round": "Series B",
        "amount": "KRW 16B",
        "sourceUrl": "https://www.econovill.com/news/articleView.html?idxno=540418"
      },
      {
        "date": "2025-11",
        "round": "Series C",
        "amount": "KRW 5B",
        "investors": [
          "Woori Venture Partners",
          "Shinhan Venture Investment"
        ],
        "sourceUrl": "https://platum.kr/archives/274227"
      },
      {
        "date": "2026-05",
        "round": "Acquisition",
        "amount": "Not disclosed",
        "investors": [
          "Ubase Group"
        ],
        "sourceUrl": "https://www.aitimes.kr/news/articleView.html?idxno=40213"
      }
    ]
  },
  {
    "id": "wisenut",
    "name": "Wisenut",
    "nativeName": "와이즈넛",
    "location": "Seongnam, Korea",
    "employees": "330+",
    "founded": 2000,
    "valuation": "Public (KOSDAQ:096250)",
    "marketCap": "KRW 105.4B",
    "totalFunding": "IPO Jan 2025",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "Enterprise AI",
    "stackLayer": "agent-platforms",
    "whyItMatters": "One of Korea's original enterprise NLP vendors — claimed #1 domestic market share in enterprise search and chatbots with 13 straight profitable years — whose January 2025 KOSDAQ listing made it one of the few pure-play Korean enterprise-AI software stocks.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Korean enterprise search, chatbots, and RAG for government and enterprise",
    "description": "Enterprise NLP company: SearchFormula-1 AI search engine, WISE iChat chatbot, and the WISE iRAG / Agent Sphere generative-AI line. 2024 revenue KRW 34.9B.",
    "founder": {
      "name": "Kang Yong-sung",
      "title": "CEO"
    },
    "website": "https://www.wisenut.com",
    "products": [
      {
        "name": "SearchFormula-1",
        "nativeName": "서치포뮬러원",
        "description": "Korean NLP enterprise search engine (SF-1 V7).",
        "link": "https://www.wisenut.com/sub/ai/sch.php"
      },
      {
        "name": "WISE iChat",
        "nativeName": "와이즈 아이챗",
        "description": "Enterprise/public-sector Korean AI chatbot.",
        "link": "https://www.wisenut.com/sub/ai/chatBot.php"
      }
    ],
    "competitors": [
      "Konan Technology",
      "Saltlux",
      "Allganize"
    ],
    "sourceUrls": [
      "https://stockanalysis.com/quote/kosdaq/096250/",
      "https://economist.co.kr/article/view/ecn202501080040"
    ],
    "fundingRounds": [
      {
        "date": "2025-01",
        "round": "IPO",
        "amount": "KOSDAQ 096250 (tech special listing)",
        "sourceUrl": "https://economist.co.kr/article/view/ecn202501080040"
      }
    ]
  },
  {
    "id": "genesis-lab",
    "name": "Genesis Lab",
    "nativeName": "제네시스랩",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 22B+ (Series B ~KRW 20B, 2022)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series B",
    "category": "HR AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Genesis Lab's ViewinterHR is Korea's flagship AI video-interview platform — adopted by the ROK Army, Navy, and Air Force and LG affiliates — and a leading case of Korean multimodal AI expanding from HR into general enterprise agents (Agentria).",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Multimodal AI video interviews for Korean enterprise hiring",
    "description": "AI recruitment company: ViewinterHR video-interview and competency assessment (TTA-certified explainable AI), plus the Agentria no-code multi-agent builder. Site claims 300+ enterprise clients.",
    "founder": {
      "name": "Lee Young-bok",
      "title": "CEO"
    },
    "website": "https://genesislab.ai",
    "products": [
      {
        "name": "ViewinterHR",
        "nativeName": "뷰인터HR",
        "description": "AI video-interview and competency-assessment platform.",
        "link": "https://genesislab.ai/product/viewinterhr"
      },
      {
        "name": "Agentria",
        "description": "No-code multi-agent builder platform.",
        "link": "https://genesislab.ai/product/agentria"
      }
    ],
    "competitors": [
      "HireVue",
      "Midas HRi",
      "Paradox"
    ],
    "sourceUrls": [
      "https://genesislab.ai/product/viewinterhr",
      "https://thevc.kr/genesislab"
    ],
    "fundingRounds": [
      {
        "date": "2022-12",
        "round": "Series B",
        "amount": "~KRW 20B",
        "investors": [
          "Korea Investment Partners",
          "Stick Ventures"
        ],
        "sourceUrl": "https://www.fnnews.com/news/202212230955243541"
      }
    ]
  },
  {
    "id": "pulse9",
    "name": "Pulse9",
    "nativeName": "펄스나인",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2017,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed (Neptune strategic investment, 2021)",
    "valuationUpdated": "2026-07-05",
    "stage": "Private",
    "category": "Creative AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Pulse9 created the world's first AI-generated virtual K-pop group (Eternity, debuted March 2021) and its DeepReal AI stack is a signature Korean example of generative virtual-human technology applied to K-pop and live-commerce IP.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Generative virtual humans for K-pop and commerce IP",
    "description": "Virtual-human company: DeepReal AI platform for creating and orchestrating AI idols, hosts, and brand humans, with real-time FHD face transformation (DeepReal Live).",
    "founder": {
      "name": "Park Ji-eun",
      "title": "CEO"
    },
    "website": "https://www.pulse9.net",
    "products": [
      {
        "name": "DeepReal AI",
        "nativeName": "딥리얼 AI",
        "description": "Generative virtual-human creation and orchestration platform.",
        "link": "https://www.pulse9.net/tech"
      }
    ],
    "competitors": [
      "DeepBrain AI",
      "Klleon",
      "LionRocket"
    ],
    "sourceUrls": [
      "https://www.pulse9.net/tech",
      "https://www.venturesquare.net/836200"
    ]
  },
  {
    "id": "nuvilab",
    "name": "Nuvilab",
    "nativeName": "누비랩",
    "location": "Seoul, Korea",
    "employees": "36",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 12B+ (Series A KRW 10B, Oct 2022; Naver D2SF bridge, Mar 2026)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series A",
    "category": "Food AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Nuvilab turned Korean institutional cafeterias into a structured dietary-data platform — 1,300+ childcare deployments plus Aramark/Compass-class catering partners — and is one of Korea's few food-AI startups landing paid US healthcare contracts.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Vision-AI food scanning for foodservice, childcare, and hospitals",
    "description": "AI food-scanning company: vision AI identifies food type and portion volume to cut waste and structure dietary data. Verticals: Coconut (cafeterias), YumYumKids (childcare), Nutrition AI (US hospital meal validation).",
    "founder": {
      "name": "Kim Dae-hoon",
      "title": "CEO"
    },
    "website": "https://www.nuvilab.com",
    "products": [
      {
        "name": "Nuvilab AI Food Scanner",
        "description": "Vision-AI food scanning and dietary analytics.",
        "link": "https://www.nuvilab.com/en/coconut"
      }
    ],
    "competitors": [
      "Winnow",
      "Leanpath",
      "Orbisk"
    ],
    "sourceUrls": [
      "https://www.nuvilab.com/en",
      "https://pulse2.com/nuvilab-ai-nutrition-analytics-startup-raises-series-a-bridge-funding-to-expand-in-north-america/"
    ],
    "fundingRounds": [
      {
        "date": "2022-10",
        "round": "Series A",
        "amount": "KRW 10B",
        "investors": [
          "Smilegate Investment",
          "We Ventures",
          "GS"
        ],
        "sourceUrl": "https://news.mt.co.kr/mtview.php?no=2022100514391822130"
      },
      {
        "date": "2026-03",
        "round": "Series A bridge",
        "amount": "Not disclosed",
        "investors": [
          "Naver D2SF"
        ],
        "sourceUrl": "https://pulse2.com/nuvilab-ai-nutrition-analytics-startup-raises-series-a-bridge-funding-to-expand-in-north-america/"
      }
    ]
  },
  {
    "id": "deargen",
    "name": "Deargen",
    "nativeName": "디어젠",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2016,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "$17M Series B (Feb 2022)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series B",
    "category": "BioTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "One of Korea's earliest sequence-based AI drug-discovery firms, pairing an in-house pipeline with partnered target-discovery and drug-target interaction tooling for domestic pharma (SK Chemical, Handok, Samsung Medical Center joint research).",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Sequence-based AI drug discovery",
    "description": "AI drug-discovery company: Dr.UG platform spanning DearTrans genome analysis, DearDTI drug-target interaction prediction, and MolEQ molecule optimization across PROTAC/ADC/small-molecule modalities.",
    "founder": {
      "name": "Kang Kilsoo",
      "title": "CEO"
    },
    "website": "https://deargen.me",
    "products": [
      {
        "name": "Dr.UG",
        "description": "AI target discovery and drug-design platform.",
        "link": "https://deargen.me/en/technology/"
      }
    ],
    "competitors": [
      "Standigm",
      "Insilico Medicine",
      "HITS"
    ],
    "sourceUrls": [
      "https://deargen.me/en/technology/",
      "https://www.businesswire.com/news/home/20220224005528/en/"
    ],
    "fundingRounds": [
      {
        "date": "2022-02",
        "round": "Series B",
        "amount": "$17M",
        "investors": [
          "Hana Ventures"
        ],
        "sourceUrl": "https://www.businesswire.com/news/home/20220224005528/en/"
      }
    ]
  },
  {
    "id": "oncocross",
    "name": "Oncocross",
    "nativeName": "온코크로스",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2015,
    "valuation": "Public (KOSDAQ:382150)",
    "marketCap": "Not disclosed",
    "totalFunding": "IPO Dec 2024 (~KRW 85.6B raised)",
    "valuationUpdated": "2026-07-05",
    "stage": "Public",
    "category": "BioTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "The first Korean AI-drug-development company to reach a KOSDAQ listing (December 2024), validating the AI drug-repositioning model in Korea's public markets with pharma partnerships including Daewoong.",
    "fundingStatus": "public",
    "seekingFunding": false,
    "koreanGapFilled": "Transcriptomics-based AI drug repositioning",
    "description": "AI drug-repositioning company: RAPTOR AI matches drug candidates to new indications from multi-omics data; partnered with Daewoong Pharmaceutical and running an internal pipeline (OC101, OC514).",
    "founder": {
      "name": "Kim Rang",
      "title": "CEO"
    },
    "website": "https://www.oncocross.com",
    "products": [
      {
        "name": "RAPTOR AI",
        "description": "AI drug-repositioning and indication-discovery platform.",
        "link": "https://www.oncocross.com/en/raptor"
      }
    ],
    "competitors": [
      "Standigm",
      "Insilico Medicine",
      "Healx"
    ],
    "sourceUrls": [
      "https://www.bioworld.com/articles/715762-ai-cancer-firm-oncocross-debuts-with-60m-ipo-on-kosdaq",
      "https://www.oncocross.com/en/raptor"
    ],
    "fundingRounds": [
      {
        "date": "2024-12",
        "round": "IPO",
        "amount": "~KRW 85.6B (KOSDAQ 382150)",
        "sourceUrl": "https://www.bioworld.com/articles/715762-ai-cancer-firm-oncocross-debuts-with-60m-ipo-on-kosdaq"
      }
    ]
  },
  {
    "id": "hits",
    "name": "HITS",
    "nativeName": "히츠",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2020,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 10B+ (Series A KRW 5.5B, Feb 2022)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series A",
    "category": "BioTech AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "A KAIST-spun-out SaaS drug-discovery platform (HyperLab) that lowers the entry barrier to AI-driven molecule design for smaller Korean and global research teams via self-serve subscriptions.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Self-serve SaaS AI drug discovery",
    "description": "AI drug-discovery company founded by KAIST chemistry professor Kim Woo-youn: HyperLab cloud platform for binding prediction, generative molecular design, screening, and ADME/T prediction. HyperLab 2.0 launched April 2025.",
    "founder": {
      "name": "Kim Woo-youn",
      "title": "CEO"
    },
    "website": "https://hits.ai",
    "products": [
      {
        "name": "HyperLab",
        "nativeName": "하이퍼랩",
        "description": "Cloud SaaS AI drug-discovery workbench.",
        "link": "https://hyperlab.ai/en"
      }
    ],
    "competitors": [
      "Schrödinger",
      "Standigm",
      "Deargen"
    ],
    "sourceUrls": [
      "https://hyperlab.ai/en",
      "https://www.bioworld.com/articles/727277-hits-hyperlab-launches-as-virtual-ai-lab-for-new-drug-discovery"
    ],
    "fundingRounds": [
      {
        "date": "2022-02",
        "round": "Series A",
        "amount": "KRW 5.5B",
        "investors": [
          "Korea Investment Partners"
        ],
        "sourceUrl": "https://thevc.kr/hits"
      }
    ]
  },
  {
    "id": "medical-ai",
    "name": "Medical AI",
    "nativeName": "메디컬에이아이",
    "location": "Seoul, Korea",
    "employees": "Not disclosed",
    "founded": 2019,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "Not disclosed (Naver strategic investment reported)",
    "valuationUpdated": "2026-07-05",
    "stage": "Private",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Medical AI turns the routine 12-lead ECG into an AI screening tool for silent heart failure and myocardial infarction, with multiple MFDS innovative-device designations backing deployment in Korean health-checkup centers.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "AI-ECG screening for hidden cardiac disease",
    "description": "AI-ECG company founded by emergency-medicine physician Kwon Junmyung (Dec 2019): AiTiA LVSD (heart-failure likelihood) and AiTiA MI (myocardial-infarction screening), both MFDS Class II cleared with Innovative Medical Device designations. FDA clearance pending.",
    "founder": {
      "name": "Kwon Junmyung",
      "title": "CEO"
    },
    "website": "https://medicalai.com",
    "products": [
      {
        "name": "AiTiA",
        "nativeName": "에이티아",
        "description": "AI 12-lead ECG analysis suite (LVSD, MI screening).",
        "link": "https://medicalai.com/en/product/aitia_series/"
      }
    ],
    "competitors": [
      "Anumana",
      "Eko Health",
      "AliveCor"
    ],
    "sourceUrls": [
      "https://medicalai.com/en/product/aitia_series/",
      "https://thevc.kr/medicalai"
    ]
  },
  {
    "id": "kakao-healthcare",
    "name": "Kakao Healthcare",
    "nativeName": "카카오헬스케어",
    "location": "Seongnam, Korea",
    "employees": "Not disclosed",
    "founded": 2022,
    "valuation": "Corporate (Kakao subsidiary)",
    "marketCap": "Not disclosed",
    "totalFunding": "Kakao-funded",
    "valuationUpdated": "2026-07-05",
    "stage": "Corporate",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "Kakao's flagship consumer digital-health play: PASTA brings AI CGM-based diabetes and metabolic management to a mass Korean audience, with early expansion into Japan.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Mass-consumer AI glucose management on CGM data",
    "description": "Kakao's healthcare subsidiary (founded 2022, CEO Hwang Hee, M.D.): PASTA AI blood-glucose management app integrating Dexcom G7 and i-SENS CareSens Air CGMs with Vision-AI meal logging.",
    "founder": {
      "name": "Hwang Hee",
      "title": "CEO"
    },
    "website": "https://kakaohealthcare.com",
    "products": [
      {
        "name": "PASTA",
        "nativeName": "파스타",
        "description": "AI CGM-based blood-glucose management app.",
        "link": "https://en.pastahealth.com/"
      }
    ],
    "competitors": [
      "Dexcom Clarity",
      "Abbott LibreView",
      "Nutrisense"
    ],
    "sourceUrls": [
      "https://kakaohealthcare.com/en/",
      "https://play.google.com/store/apps/details?id=com.kakaohealthcare.pasta"
    ]
  },
  {
    "id": "ark-wisky",
    "name": "ARK",
    "nativeName": "아크",
    "location": "Busan, Korea",
    "employees": "Not disclosed",
    "founded": 2018,
    "valuation": "Private",
    "marketCap": "Not disclosed",
    "totalFunding": "KRW 20B Series A (Mar 2026)",
    "valuationUpdated": "2026-07-05",
    "stage": "Series A",
    "category": "Healthcare AI",
    "stackLayer": "vertical-ai",
    "whyItMatters": "A Pusan National University spin-out turning a single retinal photo into low-cost early screening for blindness, heart, and kidney complications of chronic disease, deployed across Korean public health centers with Daewoong as distributor; KOSDAQ tech-special listing in preparation.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Retinal-photo AI screening for chronic-disease complications",
    "description": "Busan-based healthcare AI company (founded Dec 2018, subsidiary of Pusan National University Technology Holdings): WISKY retinal-image analysis platform with MFDS Class III approval and Innovative Medical Device designation.",
    "founder": {
      "name": "Kim Hyung-hoe",
      "title": "CEO"
    },
    "website": "https://aiark.io",
    "products": [
      {
        "name": "WISKY",
        "nativeName": "위스키",
        "description": "AI retinal-image screening for glaucoma, AMD, diabetic retinopathy, CVD/CKD risk.",
        "link": "https://aiark.io/default/products/01.php"
      }
    ],
    "competitors": [
      "Mediwhale",
      "Digital Diagnostics",
      "Eyenuk"
    ],
    "sourceUrls": [
      "https://aiark.io/default/products/01.php",
      "https://en.sedaily.com/news/2026/03/11/ark-raises-14m-for-ai-powered-early-complication-detection"
    ],
    "fundingRounds": [
      {
        "date": "2026-03",
        "round": "Series A",
        "amount": "~KRW 20B",
        "investors": [
          "DSC Investment",
          "Kiwoom Investment",
          "Aju IB Investment"
        ],
        "sourceUrl": "https://en.wowtale.net/2026/03/06/233636/"
      }
    ]
  },
  {
    "id": "config-intelligence",
    "name": "Config Intelligence",
    "nativeName": "컨피그인텔리전스",
    "location": "San Jose, USA / Seoul, Korea",
    "employees": "300+",
    "founded": 2025,
    "valuation": "$200M+ (May 2026 seed)",
    "marketCap": "Not disclosed",
    "totalFunding": "$35M ($27M seed, May 2026, Samsung Venture-led)",
    "valuationUpdated": "2026-07-05",
    "stage": "Seed",
    "category": "AI Data Platform",
    "stackLayer": "infrastructure",
    "whyItMatters": "The rare startup backed simultaneously by the venture arms of Samsung, Hyundai, LG, and SK — positioning Korea as the supplier of the training-data layer ('the TSMC of robot data') for the global physical-AI and robot-foundation-model race.",
    "fundingStatus": "recently-funded",
    "seekingFunding": false,
    "koreanGapFilled": "Human-demonstration data and robot foundation models for physical AI",
    "description": "Robot-data and foundation-model company founded January 2025 by KAIST professor Minjoon Seo (ex-Twelve Labs chief scientist): Loop converts human demonstrations into deployable robot policies; CFG-1 is its bimanual robot foundation model trained on 100K+ hours of motion data.",
    "founder": {
      "name": "Minjoon Seo",
      "title": "CEO"
    },
    "website": "https://config.inc",
    "products": [
      {
        "name": "Loop",
        "description": "End-to-end platform turning human demonstrations into robot policies.",
        "link": "https://config.inc/products/loop"
      },
      {
        "name": "CFG-1",
        "description": "Bimanual robot manipulation foundation model.",
        "link": "https://config.inc/model"
      }
    ],
    "competitors": [
      "Scale AI",
      "Physical Intelligence",
      "NVIDIA Isaac GR00T"
    ],
    "sourceUrls": [
      "https://techcrunch.com/2026/05/11/koreas-biggest-manufacturers-back-config-the-tsmc-of-robot-data/",
      "https://config.inc/products/loop"
    ],
    "fundingRounds": [
      {
        "date": "2026-05",
        "round": "Seed",
        "amount": "$27M",
        "valuation": "$200M+",
        "investors": [
          "Samsung Venture Investment",
          "ZER01NE (Hyundai)",
          "LG Technology Ventures",
          "SKT America",
          "Kakao Ventures"
        ],
        "sourceUrl": "https://techcrunch.com/2026/05/11/koreas-biggest-manufacturers-back-config-the-tsmc-of-robot-data/"
      }
    ]
  },
  {
    "id": "bear-robotics",
    "name": "Bear Robotics",
    "nativeName": "베어로보틱스",
    "location": "Redwood City, USA",
    "employees": "Not disclosed",
    "founded": 2017,
    "valuation": "~$600M (reported at LG majority acquisition)",
    "marketCap": "Not disclosed",
    "totalFunding": "$175M+ (LG Electronics holds 51% since Jan 2025)",
    "valuationUpdated": "2026-07-05",
    "stage": "Corporate",
    "category": "Physical AI",
    "stackLayer": "hardware-chips",
    "whyItMatters": "Founded by a Korean-American ex-Google engineer and now a 51%-owned LG Electronics subsidiary, Bear Robotics is the autonomy-stack anchor of LG's commercial robot strategy, tying Silicon Valley service-robot deployment scale to Korea's largest consumer-electronics group.",
    "fundingStatus": "not-disclosed",
    "seekingFunding": false,
    "koreanGapFilled": "Service-robot autonomy stack anchoring LG's commercial robotics",
    "description": "Hospitality and logistics robot company: Servi/Servi Plus food-service robots (deployed in the US, Korea, and Japan; ~107M cumulative deliveries reported Q1 2026) and Carti AMRs. Majority-owned by LG Electronics.",
    "founder": {
      "name": "John Ha",
      "title": "CEO"
    },
    "website": "https://www.bearrobotics.ai",
    "products": [
      {
        "name": "Servi Plus",
        "nativeName": "서비 플러스",
        "description": "Autonomous food-service robot for restaurants, hotels, senior living.",
        "link": "https://www.bearrobotics.ai/servi-plus"
      },
      {
        "name": "Carti 100",
        "description": "Industrial AMR for material handling.",
        "link": "https://www.bearrobotics.ai/carti100"
      }
    ],
    "competitors": [
      "Keenon Robotics",
      "Pudu Robotics",
      "Richtech Robotics"
    ],
    "sourceUrls": [
      "https://www.lg.com/global/newsroom/news/corporate/lg-acquires-majority-stake-in-bear-robotics-to-bolster-robotics-capabilities/",
      "https://techcrunch.com/2025/01/24/lg-electronics-takes-majority-stake-in-bear-robotics-reportedly-valuing-startup-at-600m/"
    ],
    "fundingRounds": [
      {
        "date": "2020-01",
        "round": "Series A",
        "amount": "$32M",
        "investors": [
          "SoftBank"
        ]
      },
      {
        "date": "2022-03",
        "round": "Series B",
        "amount": "$81M",
        "sourceUrl": "https://www.businesswire.com/news/home/20220315005074/en/Bear-Robotics-Raises-%2481M-Series-B-to-Scale-Up-Mobile-Robots-in-the-Hospitality-Market"
      },
      {
        "date": "2024-03",
        "round": "Strategic",
        "amount": "$60M",
        "investors": [
          "LG Electronics"
        ],
        "sourceUrl": "https://techcrunch.com/2024/03/12/bear-robotics-a-robot-waiter-startup-just-picked-up-60m-from-lg/"
      },
      {
        "date": "2025-01",
        "round": "Acquisition (majority)",
        "amount": "LG Electronics to 51%",
        "valuation": "~$600M (reported)",
        "investors": [
          "LG Electronics"
        ],
        "sourceUrl": "https://techcrunch.com/2025/01/24/lg-electronics-takes-majority-stake-in-bear-robotics-reportedly-valuing-startup-at-600m/"
      }
    ]
  }
]
