Stack / Serving & orchestration / sub-layer 14
Inference serving
Indicators
Venture flow
Form D filings
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: SEC EDGAR Form D (private offerings). SEC EDGAR Form D data sets.
Entities · 43
| Entity | Role | Since | Verified | Latest observation |
|---|---|---|---|---|
| Aethir Market map: dallasvc_inference_map (dallas_inference: clusters / decentralized-DePIN), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Akash Network Market map: dallasvc_inference_map (dallas_inference: clusters / decentralized-DePIN), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Anyscale Agreed to be acquired by Nscale, 30 Jul 2026 (Nscale); closing tied to Nscale's IPO.; Market map: dallasvc_inference_map, read 28 Sep 2026 | primary | — | ○ not yet | none |
| AppleCIK 0000320193 Market map: dallasvc_inference_map (dallas_inference: clusters / edge & on-device), read 28 Sep 2026 | primary | — | ○ not yet | $245B · cost_of_revenue.fy · 2026-09-26 |
| BasetenCIK 0001865393 Serving first, then continual-learning infrastructure (v2 Appendix D): Baseten, Powering Inference for the Continual Learning Era, 27 May 2026.; Market map: dallasvc_inference_map, read 28 Sep 2026 Latest rounds led by Altimeter Capital, CapitalG, Conviction Partners, IVP, Sands Capital, Spark Capital, Wellington Management | primary | — | ● yes | 2.00 rung · rung.pt · 2026-06-25 |
| Beam Cloud Market map: dallasvc_inference_map (dallas_inference: clusters / independent neoinference), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Cerebrium Market map: dallasvc_inference_map (dallas_inference: clusters / independent neoinference), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Databricks Market map: dallasvc_inference_map (dallas_inference: clusters / hyperscaler-managed), read 28 Sep 2026 | primary | — | ○ not yet | none |
| DeepInfra Market map: dallasvc_inference_map, read 28 Sep 2026 | primary | — | ○ not yet | none |
| Doubleword Own site doubleword.ai, read 5 Oct 2026: Sells inference on open models priced by urgency, with cheap batch and delayed tiers as the main offer. Found in the Part 39 search for the map's empty parts and kept by the staff review. | primary | — | ○ not yet | none |
| Edge Impulse Market map: dallasvc_inference_map (dallas_inference: clusters / edge & on-device), read 28 Sep 2026; Acquired by Qualcomm, March 2025 (Qualcomm release) | primary | — | ○ not yet | none |
| Edgeless Systems Market map: dallasvc_inference_map (dallas_inference: clusters / confidential-private), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Embedl Own site embedl.com, read 5 Oct 2026: Sells tools that compress, quantise and compile AI models for specific edge hardware. Edge hardware rather than data-centre accelerators. Found in the Part 39 search for the map's empty parts and kept by the staff review. | primary | — | ○ not yet | none |
| fal.ai Market map: dallasvc_inference_map (dallas_inference: gateway / marketplaces), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Fastly Market map: dallasvc_inference_map (dallas_inference: clusters / edge & on-device), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Featherless Market map: dallasvc_inference_map (dallas_inference: clusters / independent neoinference), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Fireworks Market map: dallasvc_inference_map, read 28 Sep 2026 Latest rounds led by Atreides Management, Evantic Capital, Index Ventures, Lightspeed Venture Partners, TCV | primary | — | ○ not yet | $1.0B · revenue_run_rate_usd.pt · 2026-07-16 |
| Friendli Market map: dallasvc_inference_map (dallas_inference: clusters / independent neoinference), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Gensyn Market map: dallasvc_inference_map (dallas_inference: clusters / decentralized-DePIN), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Hyperbolic | primary | — | ○ not yet | none |
| IBM Market map: dallasvc_inference_map (dallas_inference: clusters / hyperscaler-managed), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Inferact Market map: neolabs_fyi (neolabs_fyi: Inference — Open source), read 28 Sep 2026; neolabs.fyi research area: Inference — Open source | primary | — | ○ not yet | $800M · post_money_usd.pt · 2026-09-28 |
| Inferless Market map: dallasvc_inference_map (dallas_inference: clusters / independent neoinference), read 28 Sep 2026; Acquihired by Baseten, early 2026 (Baseten blog) | primary | — | ○ not yet | none |
| io.net Market map: dallasvc_inference_map (dallas_inference: clusters / decentralized-DePIN), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Latent AI Own site latentai.com, read 5 Oct 2026: Sells a software kit that optimises and deploys machine-learning models for particular edge devices. Edge and defence focus; optimisation is one module of a wider edge platform. Found in the Part 39 search for the map's empty parts and kept by the staff review. | primary | — | ○ not yet | none |
| ModalCIK 0002088132 Market map: dallasvc_inference_map, read 28 Sep 2026 | primary | — | ● yes | $800M · offering_amount_usd.pt · 2026-10-01 |
| Modular Market map: dallasvc_inference_map (dallas_inference: engines / commercial), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Neuralwatt Own site neuralwatt.com, read 5 Oct 2026: Sells an inference API and data-centre software that measure and reduce the energy used per request. Found in the Part 39 search for the map's empty parts and kept by the staff review. | primary | — | ○ not yet | none |
| Novita Market map: dallasvc_inference_map, read 28 Sep 2026 | primary | — | ○ not yet | none |
| Ollama Market map: dallasvc_inference_map (dallas_inference: clusters / edge & on-device), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Phala Network Market map: dallasvc_inference_map (dallas_inference: clusters / confidential-private), read 28 Sep 2026 | primary | — | ○ not yet | none |
| RadixArk Market map: neolabs_fyi (neolabs_fyi: Inference — Open source, Training infra / tooling), read 28 Sep 2026; neolabs.fyi research area: Inference — Open source, Training infra / tooling | primary | — | ○ not yet | $400M · post_money_usd.pt · 2026-09-28 |
| Render Network Market map: dallasvc_inference_map (dallas_inference: clusters / decentralized-DePIN), read 28 Sep 2026 | primary | — | ○ not yet | none |
| ReplicateCIK 0001984806 Market map: dallasvc_inference_map, read 28 Sep 2026 | primary | — | ● yes | $40.0M · offering_amount_usd.pt · 2023-06-28 |
| RunPodCIK 0002002761 Market map: dallasvc_inference_map, read 28 Sep 2026 Latest rounds led by Summit Partners | primary | — | ● yes | $240M · revenue_run_rate_usd.pt · 2026-06-24 |
| Simplismart Market map: dallasvc_inference_map (dallas_inference: clusters / independent neoinference), read 28 Sep 2026 | primary | — | ○ not yet | none |
| The Token Company Own site thetokencompany.com, read 5 Oct 2026: Sells an API that shrinks prompts before they reach the model while keeping the meaning. Found in the Part 39 search for the map's empty parts and kept by the staff review. | primary | — | ○ not yet | none |
| Tinfoil Market map: dallasvc_inference_map (dallas_inference: clusters / confidential-private), read 28 Sep 2026 | primary | — | ○ not yet | none |
| Together Market map: dallasvc_inference_map, read 28 Sep 2026 | primary | — | ○ not yet | $1.1B · annual_bookings_usd.pt · 2026-06-30 |
| Cerebras Market map: dallasvc_inference_map, read 28 Sep 2026 | secondary | — | ○ not yet | $20.0B · contract_usd.pt · 2026-04-17 |
| Groq Market map: dallasvc_inference_map, read 28 Sep 2026 | secondary | — | ○ not yet | $90.0M · revenue_usd.fy · 2024-12-31 |
| Predibase Market map: dallasvc_inference_map, read 28 Sep 2026 | secondary | — | ○ not yet | none |
| SambaNova Market map: dallasvc_inference_map, read 28 Sep 2026 | secondary | — | ○ not yet | none |
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.