# Fireworks AI raises $1.505B Series D at $17.5B valuation, surpassing $1B annualized revenue run rate

> Fireworks AI has raised a $1.505 billion Series D at a $17.5 billion valuation, one of the larger AI infrastructure rounds of the quarter. Atreides Management, Index Ventures, and TCV led, with existing backers including Lightspeed and NVIDIA returning. The company says it has crossed a $1 billion annualized revenue run rate and now serves about 40 trillion tokens a day, roughly five times its volume a year ago. The business sits in a useful niche. Rather than pushing its own frontier model, Fireworks lets enterprises take general-purpose open models, fine-tune them on proprietary data, and then serve them efficiently in production. Founded in 2022 by six former Meta engineers, it is deepening partnerships with Microsoft and NVIDIA as demand for customized, specialized models grows. The scale of both the round and the token volume is the signal here. It suggests companies increasingly want models shaped to their own data and workloads, not just access to the biggest general system, and that serving those tailored models has become a large business in its own right.

_Section: [AI Funding Tracker](https://www.wortins.com/funding) · Source: Business Wire · Published Thursday, July 23, 2026_

## Wortins' read

Fireworks AI has raised a $1.505 billion Series D at a $17.5 billion valuation, one of the larger AI infrastructure rounds of the quarter. Atreides Management, Index Ventures, and TCV led, with existing backers including Lightspeed and NVIDIA returning. The company says it has crossed a $1 billion annualized revenue run rate and now serves about 40 trillion tokens a day, roughly five times its volume a year ago. The business sits in a useful niche. Rather than pushing its own frontier model, Fireworks lets enterprises take general-purpose open models, fine-tune them on proprietary data, and then serve them efficiently in production. Founded in 2022 by six former Meta engineers, it is deepening partnerships with Microsoft and NVIDIA as demand for customized, specialized models grows. The scale of both the round and the token volume is the signal here. It suggests companies increasingly want models shaped to their own data and workloads, not just access to the biggest general system, and that serving those tailored models has become a large business in its own right.

## Source

[Read the full story at Business Wire](https://www.businesswire.com/news/home/20260716264405/en/Fireworks-Raises-a-$1.5-Billion-Series-D-to-Lead-the-Specialized-Intelligence-Revolution)

## Related coverage

- [Top AI spenders cut per-employee costs by nearly 10 percent in August](https://www.wortins.com/story/top-ai-spenders-cut-per-employee-costs-by-nearly-10-percent--b31ffb0b) — [The Decoder](https://the-decoder.com/top-ai-spenders-cut-per-employee-costs-by-nearly-10-percent-in-august/)
- [A look at why the oft-discussed predictions that AI will deliver double-digit GDP growth in advanced economies are extremely unlikely over the next 10-15 years (Ghosts of Electricity)](https://www.wortins.com/story/a-look-at-why-the-oft-discussed-predictions-that-ai-will-del-6241fa38) — [Techmeme](https://www.techmeme.com/260910/p10#a260910p10)
- [Sequoia doubles down on Cymphony as AI agents create new enterprise security risks](https://www.wortins.com/story/sequoia-doubles-down-on-cymphony-as-ai-agents-create-new-ent-e2ff7229) — [TechCrunch](https://techcrunch.com/2026/09/09/sequoia-doubles-down-on-cymphony-as-ai-agents-create-new-enterprise-security-risks/)
- [STAT+: ARPA-H to invest $62 million to develop FDA-authorized AI to help treat heart failure](https://www.wortins.com/story/stat-arpa-h-to-invest-62-million-to-develop-fda-authorized-a-a65f7913) — [STAT](https://www.statnews.com/2026/09/09/arpa-h-advocate-program-autonomous-ai-bots-for-heart-failure/?utm_campaign=rss)
- [Tadata](https://www.wortins.com/story/tadata-3d027f0e) — [Product Hunt](https://www.producthunt.com/products/tadata)
- [Nvidia and Palantir team up to run supply chains with AI, starting with Nvidia's own million-part operation](https://www.wortins.com/story/nvidia-and-palantir-team-up-to-run-supply-chains-with-ai-sta-4206093d) — [The Decoder](https://the-decoder.com/nvidia-and-palantir-team-up-to-run-supply-chains-with-ai-starting-with-nvidias-own-million-part-operation/)

---

_Curated and written by [Wortins](https://www.wortins.com) — The daily AI briefing. Every story links to its original source; the "Wortins read" on each is our own original analysis. [About Wortins & our editorial approach](https://www.wortins.com/about)._