Indicators
No indicator addresses this sub-layer yet; its entities carry whatever filings and dataset rows attach to them.
Venture flow
Form D filingsEpoch's compiled rounds
Primary-round equity per calendar quarter: Form D amount sold where the entity files, Epoch's press-compiled rounds where the entity has no filing in the same quarter or within 45 days. Amendments replace their originals; SPVs and secondaries are excluded; Form D debt is listed in the table, not drawn.
Derived (venture_dollars_by_source) from: Epoch AI data hub — AI companies; SEC EDGAR Form D (private offerings). Epoch AI, 'Data on AI Companies' (CC BY 4.0), epoch.ai/data. SEC EDGAR Form D data sets.
The numbers
| quarter | source | kind | dollars | record |
|---|---|---|---|---|
| Q3 2026 | Epoch's compiled rounds | equity | $3.5B | reported |
| Q2 2026 | Form D filings | equity | $82.5M | reported |
| Q1 2026 | Form D filings | equity | $230M | reported |
| Q4 2025 | Form D filings | equity | $839M | reported |
| Q3 2025 | Epoch's compiled rounds | equity | $2.0B | reported |
| Q2 2025 | Form D filings | equity | $52.0M | reported |
| Q1 2025 | Form D filings | equity | $231M | reported |
| Q2 2024 | Epoch's compiled rounds | equity | $500M | reported |
| Q1 2024 | Epoch's compiled rounds | equity | $16.3M | estimate |
| Q1 2024 | Form D filings | equity | $1.1B | reported |
| Q4 2023 | Epoch's compiled rounds | equity | $415M | estimate |
| Q4 2023 | Form D filings | equity | $31.9M | reported |
| Q2 2023 | Epoch's compiled rounds | equity | $113M | reported |
| Q1 2023 | Form D filings | equity | $35.5M | reported |
Entities · 131
| Entity | Role | Since | Verified | Latest observation |
|---|---|---|---|---|
| 1X | primary | — | ○ not yet | none |
| Aaru Market map: neolabs_fyi (neolabs_fyi: World models & simulation), read 28 Sep 2026; neolabs.fyi research area: World models & simulation | primary | — | ○ not yet | valuation $1B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Adaption Labs Market map: neolabs_fyi (neolabs_fyi: Recursive self-improvement & continual learning — Continual learning), read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Continual learning | primary | — | ○ not yet | none |
| Advanced Machine Intelligence / AMI Labs Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: World models & simulation | primary | — | ○ not yet | valuation ~$4.5B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| AI21 Labs Market map: neolabs_fyi (neolabs_fyi: Applied — Open weights), read 28 Sep 2026; neolabs.fyi research area: Applied — Open weights | primary | — | ○ not yet | $1.4B · post_money_usd.pt · 2026-09-28 |
| Aleph Alpha Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Applied — Multimodal, Sovereign AI | primary | — | ○ not yet | valuation ~$2B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Antim Labs Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026 | primary | — | ○ not yet | none |
| ApptronikCIK 0001918029 | primary | — | ● yes | $500M · offering_amount_usd.pt · 2025-10-21 |
| AssemblyAI Market map: dallasvc_inference_map (dallas_inference: modality / voice), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Autoscience Market map: neolabs_fyi (neolabs_fyi: Recursive self-improvement & continual learning — Agents), read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Agents | primary | — | ○ not yet | none |
| Axiom Math Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Math, Open source), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Math, Open source | primary | — | ○ not yet | valuation >$1.6B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Black Forest LabsCIK 0002109710 Market map: dallasvc_inference_map, neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Generative media & voice — Multimodal, Open weights, Video | primary | — | ● yes | $3.3B · post_money_usd.pt · 2026-09-28 |
| Cartesia Market map: dallasvc_inference_map, neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Generative media & voice — Academic spinout, Agents, Voice | primary | — | ○ not yet | valuation >$400M per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Chai Discovery Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Drug discovery, Open weights), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Drug discovery, Open weights | primary | — | ○ not yet | $3.8B · post_money_usd.pt · 2026-09-28 |
| Cohere Market map: dallasvc_inference_map, neolabs_fyi (dallas_inference: modality / embed & rerank; neolabs_fyi: Applied — Agents, Multimodal, Open weights, Sovereign AI), read 28 Sep 2026; neolabs.fyi research area: Applied — Agents, Multimodal, Open weights, Sovereign AI | primary | — | ○ not yet | $240M · revenue_run_rate_usd.pt · 2025-12-31 |
| Core Automation Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Continual learning | primary | — | ○ not yet | valuation ~$4B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Cursive Market map: neolabs_fyi (neolabs_fyi: Recursive self-improvement & continual learning), read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning | primary | — | ○ not yet | none |
| CuspAI Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Materials), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Materials | primary | — | ○ not yet | valuation ~$2.6B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Decart Market map: dallasvc_inference_map, neolabs_fyi (dallas_inference: engines / commercial; neolabs_fyi: World models & simulation — Video), read 28 Sep 2026; neolabs.fyi research area: World models & simulation — Video | primary | — | ○ not yet | valuation ~$4B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Deep Cogito Market map: neolabs_fyi (neolabs_fyi: General-purpose models — Open weights), read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Open weights | primary | — | ○ not yet | none |
| Deepgram Market map: dallasvc_inference_map, neolabs_fyi (dallas_inference: modality / voice; neolabs_fyi: Generative media & voice — Agents, Voice), read 28 Sep 2026; neolabs.fyi research area: Generative media & voice — Agents, Voice | primary | — | ○ not yet | $1.3B · post_money_usd.pt · 2026-09-28 |
| Discovery Loop Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning | primary | — | ○ not yet | none |
| Distil Labs Own site distillabs.ai, read 5 Oct 2026: Sells a platform that trains a small custom model to match a large model on one task so it is cheaper to run. Own homepage describes the method without using the word distillation. Found in the Part 39 search for the map's empty parts and kept by the staff review; searched for acquisitions under the ledger's rule on 5 Oct 2026. | primary | — | ○ not yet | none |
| Dolphin AI Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026 | primary | — | ○ not yet | none |
| doubleAI Market map: neolabs_fyi (neolabs_fyi: General-purpose models), read 28 Sep 2026; neolabs.fyi research area: General-purpose models | primary | — | ○ not yet | valuation >$1B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Edison Scientific Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Agents, Drug discovery), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Agents, Drug discovery | primary | — | ○ not yet | valuation ~$250M per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| ElevenLabs Market map: dallasvc_inference_map, read 28 Sep 2026 | primary | — | ○ not yet | $600M · arr_usd.pt · 2026-09-24 |
| Elorian Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Vision | primary | — | ○ not yet | $300M · post_money_usd.pt · 2026-09-28 |
| Essential AI Market map: neolabs_fyi (neolabs_fyi: General-purpose models — Open weights), read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Open weights | primary | — | ○ not yet | none |
| EvolutionaryScale Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Drug discovery, Open weights), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Drug discovery, Open weights; Acquired by Chan Zuckerberg Biohub, 6 Nov 2025 | primary | — → 2025-11-06 | ○ not yet | none |
| FigureCIK 0002014185 | primary | — | ● yes | $675M · offering_amount_usd.pt · 2024-02-27 |
| Flapping AirplanesCIK 0002109371 Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models | primary | — | ● yes | $1.5B · post_money_usd.pt · 2026-09-28 |
| Fundamental Market map: neolabs_fyi (neolabs_fyi: Applied — Tabular / structured data), read 28 Sep 2026; neolabs.fyi research area: Applied — Tabular / structured data | primary | — | ○ not yet | valuation ~$1.4B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| FutureHouse Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Agents, Open weights), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Agents, Open weights | primary | — | ○ not yet | none |
| Galbot Market map: neolabs_fyi (neolabs_fyi: Physical AI & robotics — Humanoid, Robot foundation models), read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics — Humanoid, Robot foundation models | primary | — | ○ not yet | valuation >$3B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| General Intuition Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: World models & simulation — Video | primary | — | ○ not yet | $2.3B · post_money_usd.pt · 2026-09-28 |
| Generalist AI Market map: neolabs_fyi (neolabs_fyi: Physical AI & robotics — Robot foundation models), read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics — Robot foundation models | primary | — | ○ not yet | $2.0B · post_money_usd.pt · 2026-09-28 |
| Genesis AI Market map: neolabs_fyi (neolabs_fyi: Physical AI & robotics — Robot foundation models), read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics — Robot foundation models | primary | — | ○ not yet | valuation ~$3B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Genmo Market map: dallasvc_inference_map (dallas_inference: modality / video & real-time), read 28 Sep 2026 | primary | — | ○ not yet | none |
| GoodfireCIK 0002070813 Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: AI safety & interpretability | primary | — | ● yes | $1.3B · post_money_usd.pt · 2026-09-28 |
| Grafton Sciences Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics | primary | — | ○ not yet | none |
| H Company Market map: neolabs_fyi (neolabs_fyi: Applied — Agents, Open weights), read 28 Sep 2026; neolabs.fyi research area: Applied — Agents, Open weights | primary | — | ○ not yet | none |
| HarkCIK 0002117821 Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Applied — Agents | primary | — | ● yes | $6.0B · post_money_usd.pt · 2026-09-28 |
| Harmonic Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Math | primary | — | ○ not yet | $1.4B · post_money_usd.pt · 2026-09-28 |
| Hedra Market map: dallasvc_inference_map (dallas_inference: modality / video & real-time), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Helical Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026 | primary | — | ○ not yet | none |
| Humans& Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models | primary | — | ○ not yet | $4.5B · post_money_usd.pt · 2026-09-28 |
| Hume AI Market map: dallasvc_inference_map (dallas_inference: modality / voice), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Ideogram Market map: dallasvc_inference_map (dallas_inference: modality / image), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Imbue Market map: neolabs_fyi (neolabs_fyi: Applied — Agents, Open source), read 28 Sep 2026; neolabs.fyi research area: Applied — Agents, Open source | primary | — | ○ not yet | valuation >$1B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Inception Labs Merged 11 Sep 2026 with the neolab directory row (cleverhack.com, Joy Larkin).; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models | primary | — | ○ not yet | valuation ~$500M per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Ineffable Intelligence Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Continual learning | primary | — | ○ not yet | $5.1B · post_money_usd.pt · 2026-09-28 |
| Inflection AI Market map: neolabs_fyi (neolabs_fyi: Applied), read 28 Sep 2026; neolabs.fyi research area: Applied | primary | — | ○ not yet | valuation ~$4B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Inherent Market map: neolabs_fyi (neolabs_fyi: Recursive self-improvement & continual learning — Agents), read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Agents | primary | — | ○ not yet | none |
| Irregular Market map: neolabs_fyi (neolabs_fyi: Applied — Security), read 28 Sep 2026; neolabs.fyi research area: Applied — Security | primary | — | ○ not yet | $450M · post_money_usd.pt · 2026-09-28 |
| Isara Labs Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Applied — Agents | primary | — | ○ not yet | $650M · post_money_usd.pt · 2026-09-28 |
| Isomorphic Labs Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Drug discovery | primary | — | ○ not yet | none |
| Jina AI Market map: dallasvc_inference_map (dallas_inference: modality / embed & rerank), read 28 Sep 2026; Acquired by Elastic, completed 9 Oct 2025 (Elastic via Business Wire; not fetched here, so undated) | primary | — | ○ not yet | none |
| Kindo Own site kindo.ai, read 5 Oct 2026: Sells Deep Hat, its own cybersecurity-trained language model, together with an on-premise agent platform for security and operations teams. The model sits inside a wider agent platform but is a named product with its own site. Found in the Part 39 search for the map's empty parts and kept by the staff review; searched for acquisitions under the ledger's rule on 5 Oct 2026. | primary | — | ○ not yet | none |
| Kyutai Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Generative media & voice — Open source, Open weights, Voice | primary | — | ○ not yet | none |
| Latent Labs Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Agents, Drug discovery), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Agents, Drug discovery | primary | — | ○ not yet | none |
| LawZero Market map: neolabs_fyi (neolabs_fyi: AI safety & interpretability), read 28 Sep 2026; neolabs.fyi research area: AI safety & interpretability | primary | — | ○ not yet | none |
| Lila Sciences Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Agents, Drug discovery, Materials | primary | — | ○ not yet | valuation >$1.3B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Liquid AICIK 0002004369 Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Academic spinout, On-device, Open weights | primary | — | ● yes | $31.9M · amount_sold_usd.pt · 2023-12-06 |
| Logical Intelligence Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Agents, Math | primary | — | ○ not yet | none |
| LumaCIK 0001971882 Market map: dallasvc_inference_map, neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Generative media & voice — Agents, Video | primary | — | ● yes | $25.5M · amount_sold_usd.pt · 2023-01-13 |
| MagicCIK 0001959571 Market map: dallasvc_inference_map, neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Coding | primary | — | ● yes | $321M · offering_amount_usd.pt · 2024-03-29 |
| Math, Inc. Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Agents, Math, Open source | primary | — | ○ not yet | none |
| MBZUAI Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026 | primary | — | ○ not yet | none |
| Midjourney Market map: dallasvc_inference_map (dallas_inference: modality / image), read 28 Sep 2026 | primary | — | ○ not yet | acquires Co-Star (social astrology app built on AI); terms undisclosed · co_star.pt · 2026-07-23 |
| Mirendil Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning | primary | — | ○ not yet | $1.0B · post_money_usd.pt · 2026-09-28 |
| Mistral AI Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Agents, On-device, Open weights, Sovereign AI | primary | — | ● yes | 0.2% · business_paid_share.m · 2026-09-30 |
| Moonlake AI Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: World models & simulation | primary | — | ○ not yet | $120M · post_money_usd.pt · 2026-09-28 |
| Moonvalley Market map: neolabs_fyi (neolabs_fyi: Generative media & voice — Video), read 28 Sep 2026; neolabs.fyi research area: Generative media & voice — Video | primary | — | ○ not yet | none |
| Ndea Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning | primary | — | ○ not yet | none |
| NeoCognition Market map: neolabs_fyi (neolabs_fyi: Recursive self-improvement & continual learning — Continual learning, Agents, Academic spinout), read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Continual learning, Agents, Academic spinout | primary | — | ○ not yet | none |
| Nomic AI Market map: dallasvc_inference_map (dallas_inference: modality / embed & rerank), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Nous Research Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Applied — Agents, Open source, Open weights | primary | — | ○ not yet | $1.0B · post_money_usd.pt · 2026-09-28 |
| Oak Lab Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Continual learning | primary | — | ○ not yet | none |
| Orbital Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Agents, Materials, Open source, Open weights), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Agents, Materials, Open source, Open weights | primary | — | ○ not yet | none |
| Oumi Market map: neolabs_fyi (neolabs_fyi: Applied — Multimodal, Open source, Open weights, Training infra / tooling), read 28 Sep 2026; neolabs.fyi research area: Applied — Multimodal, Open source, Open weights, Training infra / tooling | primary | — | ○ not yet | none |
| Periodic Labs Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Materials | primary | — | ○ not yet | valuation ~$7B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Physical Intelligence Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics — Open source, Open weights, Robot foundation models | primary | — | ○ not yet | valuation >$11B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Physical Superintelligence Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Agents, Open source), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Agents, Open source | primary | — | ○ not yet | none |
| Pika Market map: dallasvc_inference_map, read 28 Sep 2026 | primary | — | ○ not yet | none |
| PlayHT Market map: dallasvc_inference_map (dallas_inference: modality / voice), read 28 Sep 2026; Acquired by Meta, July 2025 (TechCrunch); product shut down | primary | — | ○ not yet | none |
| Poetiq Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Agents | primary | — | ○ not yet | none |
| Poolside Market map: dallasvc_inference_map, neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Coding — Agents, Open weights | primary | — | ○ not yet | valuation $12B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Prime IntellectCIK 0002103990 Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Compute & chips — Agents, Open source, Open weights, Training infra / tooling | primary | — | ● yes | $1.0B · post_money_usd.pt · 2026-09-28 |
| Prior Labs Market map: neolabs_fyi (neolabs_fyi: Applied — Academic spinout, Open source, Open weights, Tabular / structured data), read 28 Sep 2026; neolabs.fyi research area: Applied — Academic spinout, Open source, Open weights, Tabular / structured data | primary | — | ○ not yet | none |
| PrismML Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Academic spinout, Multimodal, On-device, Open source, Open weights | primary | — | ○ not yet | none |
| Prometheus Market map: neolabs_fyi (neolabs_fyi: Physical AI & robotics), read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics | primary | — | ○ not yet | $41.0B · post_money_usd.pt · 2026-09-28 |
| QUTWO Market map: neolabs_fyi (neolabs_fyi: Compute & chips — Sovereign AI), read 28 Sep 2026; neolabs.fyi research area: Compute & chips — Sovereign AI | primary | — | ○ not yet | $380M · post_money_usd.pt · 2026-09-28 |
| Recraft Market map: dallasvc_inference_map (dallas_inference: modality / image), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Recursive Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Agents | primary | — | ○ not yet | $4.7B · post_money_usd.pt · 2026-09-28 |
| Reflection AI Market map: dallasvc_inference_map, neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Open weights, Sovereign AI | primary | — | ○ not yet | $25.0B · post_money_usd.pt · 2026-09-28 |
| Reka Market map: neolabs_fyi (neolabs_fyi: Physical AI & robotics — Multimodal), read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics — Multimodal | primary | — | ○ not yet | $1.0B · post_money_usd.pt · 2026-09-28 |
| Rhoda AI Market map: neolabs_fyi (neolabs_fyi: Physical AI & robotics — Robot foundation models), read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics — Robot foundation models | primary | — | ○ not yet | $1.7B · post_money_usd.pt · 2026-09-28 |
| Ricursive Intelligence Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Compute & chips | primary | — | ○ not yet | $4.0B · post_money_usd.pt · 2026-09-28 |
| River AI Market map: neolabs_fyi (neolabs_fyi: Applied — Training infra / tooling), read 28 Sep 2026; neolabs.fyi research area: Applied — Training infra / tooling | primary | — | ○ not yet | valuation <$5B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Runway Market map: dallasvc_inference_map, neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Generative media & voice — Multimodal, Video | primary | — | ○ not yet | $5.3B · post_money_usd.pt · 2026-09-28 |
| Safe Superintelligence Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models | primary | — | ○ not yet | $32.0B · post_money_usd.pt · 2026-09-28 |
| Sakana AI Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Sovereign AI | primary | — | ○ not yet | $2.6B · post_money_usd.pt · 2026-09-28 |
| Sarvam Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Open weights, Sovereign AI, Voice | primary | — | ○ not yet | $1.5B · post_money_usd.pt · 2026-09-28 |
| Sesame AI Market map: dallasvc_inference_map (dallas_inference: modality / voice), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Simile Market map: neolabs_fyi (neolabs_fyi: World models & simulation), read 28 Sep 2026; neolabs.fyi research area: World models & simulation | primary | — | ○ not yet | $2.0B · post_money_usd.pt · 2026-09-28 |
| Skild AI Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics — Academic spinout, Robot foundation models | primary | — | ○ not yet | valuation >$14B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Sooth Labs Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: World models & simulation | primary | — | ○ not yet | $335M · post_money_usd.pt · 2026-09-28 |
| Standard Intelligence Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Agents, Video | primary | — | ○ not yet | $500M · post_money_usd.pt · 2026-09-28 |
| Suno | primary | — | ○ not yet | acquired WavTool (Consumer AI) · wavtool.pt · 2025-06-30 |
| Tavus Market map: dallasvc_inference_map (dallas_inference: modality / video & real-time), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Thinking Machines Lab Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Open source, Open weights, Training infra / tooling | primary | — | ○ not yet | $12.0B · post_money_usd.pt · 2026-09-28 |
| Thomson Reuters–Imperial Frontier AI Research Lab Neolab directory, cleverhack.com (Joy Larkin), read 11 Sep 2026 | primary | — | ○ not yet | none |
| Transluce Market map: neolabs_fyi (neolabs_fyi: AI safety & interpretability — Open source, Open weights), read 28 Sep 2026; neolabs.fyi research area: AI safety & interpretability — Open source, Open weights | primary | — | ○ not yet | none |
| Ultravox Market map: dallasvc_inference_map (dallas_inference: modality / voice), read 28 Sep 2026 | primary | — | ○ not yet | none |
| UniversalAGI Market map: neolabs_fyi (neolabs_fyi: Physical AI & robotics), read 28 Sep 2026; neolabs.fyi research area: Physical AI & robotics | primary | — | ○ not yet | none |
| Unreasonable Labs Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Materials), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Materials | primary | — | ○ not yet | none |
| Voyage AI Market map: dallasvc_inference_map (dallas_inference: modality / embed & rerank), read 28 Sep 2026; Acquired by MongoDB, 24 Feb 2025 (MongoDB press release) | primary | — → 2025-02-24 | ○ not yet | none |
| World Labs Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: World models & simulation — Multimodal | primary | — | ○ not yet | valuation ~$5B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Xaira Therapeutics Market map: neolabs_fyi (neolabs_fyi: AI for math & science — Drug discovery), read 28 Sep 2026; neolabs.fyi research area: AI for math & science — Drug discovery | primary | — | ○ not yet | none |
| Zyphra Market map: neolabs_fyi (neolabs_fyi: General-purpose models — Open source, Open weights), read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Open source, Open weights | primary | — | ○ not yet | valuation >$5B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| 01.AI Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Applied — Open weights | secondary | — | ○ not yet | none |
| Arcee AI Merged 11 Sep 2026 with the neolab directory row (cleverhack.com, Joy Larkin).; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Applied — Open source, Open weights, Training infra / tooling | secondary | — | ○ not yet | valuation >$1B * per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Baichuan Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Applied — Agents | secondary | — | ○ not yet | valuation ~$2.9B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Bland Market map: dallasvc_inference_map, read 28 Sep 2026 | secondary | — | ○ not yet | none |
| DeepSeek Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Math, Open source, Open weights | secondary | — | ● yes | $90.0B · post_money_usd.pt · 2026-10-22 |
| Engram Organisation-knowledge-in-weights research with Harvey (LAB: Firm Knowledge).; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Agents, Continual learning | secondary | — | ○ not yet | $600M · post_money_usd.pt · 2026-09-28 |
| Retell Market map: dallasvc_inference_map, read 28 Sep 2026 | secondary | — | ○ not yet | none |
| StepFun Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: General-purpose models — Multimodal, Open weights | secondary | — | ○ not yet | valuation ~$10B per neolabs.fyi · post_money_usd.pt · 2026-09-28 |
| Trajectory Continual-learning infrastructure (per-customer LoRA adapters on a cadence); customers per the brief include Clay, Decagon, Harvey, Mercor, Rogo.; Market map: neolabs_fyi, read 28 Sep 2026; neolabs.fyi research area: Recursive self-improvement & continual learning — Agents, Continual learning, Training infra / tooling | secondary | — | ○ not yet | $115M · post_money_usd.pt · 2026-09-28 |
| VapiCIK 0002042931 Market map: dallasvc_inference_map, read 28 Sep 2026 Latest rounds led by Peak XV Partners | secondary | — | ● yes | $50.0M · offering_amount_usd.pt · 2026-02-26 |
Seed lists come from the capture brief and are verified against filings one by one. A name here is not a claim about size or funding until an observation attaches.