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Trim

Trim is a YC Winter 2025 (W25) company. Based in San Francisco, CA, USA. Team of 3.

  • Artificial Intelligence

About Trim

GPAgent's own fund-neutral profile, written from public information. Updated Oct 5, 2026.

Summary

Trim builds a foundation model for physics that simulates real-world physical systems evolving over time. Where traditional simulators scale exponentially or polynomially with problem size, Trim's Transformer architecture uses linear-attention to scale linearly in both dimensions and grid size. This makes latency-sensitive tasks such as autonomous vehicle path planning orders of magnitude faster, and previously infeasible tasks such as gravitational wave detection computationally tractable.

Go-to-market

Target customers are engineering and scientific teams that run computationally expensive physics simulations; the website directs technically sophisticated buyers to a blog detailing the architecture, suggesting an early sales motion driven by technical credibility and direct outreach.

From the Y Combinator listing

How Trim describes itself in Y Combinator's public directory. Original listing (opens in a new tab)

A foundation model for physics.

Trim is building a general intelligence AI model that can simulate real-world physical systems evolving over time. For example, given the starting position of waves on a beach, the model generates how those waves move forward in time.

Facts

Industry
B2B / B2B -> Engineering, Product and Design
Location
San Francisco, CA, USA
Team size
3
Status
Active
Stage
Early

Founders (1)

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