# Startup Sapiom raises $35M Series A to route clients' AI to lowest-cost tokens

> Sapiom, a San Francisco startup, has raised a $35 million Series A led by Dragonfly VC, on top of an earlier $15 million seed from Accel. Its business is unglamorous but increasingly valuable: routing a company's AI requests to whichever model can handle them most cheaply, trimming token bills without gutting quality. The savings can be dramatic. Sapiom says one client, Polsia, cut its token consumption tenfold to around $100,000 a month, and the company runs open-weight models from its own data center in San Jose to keep costs down. The round is a sign of where the AI market is maturing. After a phase of paying whatever the frontier labs charged, businesses now want efficiency, optionality, and leverage over their model spend. A layer that quietly arbitrages between models is exactly the kind of infrastructure that thrives once the novelty wears off and the invoices start to matter.

_Section: [AI Funding Tracker](https://www.wortins.com/funding) · Source: Semafor · Published Friday, August 7, 2026_

## Wortins' read

Sapiom, a San Francisco startup, has raised a $35 million Series A led by Dragonfly VC, on top of an earlier $15 million seed from Accel. Its business is unglamorous but increasingly valuable: routing a company's AI requests to whichever model can handle them most cheaply, trimming token bills without gutting quality. The savings can be dramatic. Sapiom says one client, Polsia, cut its token consumption tenfold to around $100,000 a month, and the company runs open-weight models from its own data center in San Jose to keep costs down. The round is a sign of where the AI market is maturing. After a phase of paying whatever the frontier labs charged, businesses now want efficiency, optionality, and leverage over their model spend. A layer that quietly arbitrages between models is exactly the kind of infrastructure that thrives once the novelty wears off and the invoices start to matter.

## Source

[Read the full story at Semafor](https://www.semafor.com/article/08/05/2026/startup-sapiom-routes-clients-ai-to-lowest-cost-tokens)

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