HomeCompaniesPerceptron ML
Perceptron ML

The ground-truth layer for AI agents.

We are building a new way for AI to ground itself: a living database of real-time world facts. Our engine watches news, filings, databases, and the open web and compiles what it finds into structured facts. Each fact must compile, checked the way a mathematical proof is, so an agent citing it is citing something formally verified, not something plausible. Agents query it through our API and MCP to answer with what is true right now.
Active Founders
Michael Marcotte
Michael Marcotte
Founder
Founder at Perceptron ML (YC S26). Previously AI Research at NVIDIA, where he built production AI agents for hardware debugging and formal verification. Holds BS in Mathematics and MS in Computer Science from Stanford.
Peyton Marcotte
Peyton Marcotte
Founder
Founder at Perceptron ML (YC S26). Previously founded PMARC, developing astronaut exercise equipment for long-duration spaceflight (supported by NASA, Brown University, and 1517 Fund grants). Studying Mechanical Engineering at Brown.
Perceptron ML
Founded:2026
Batch:Summer 2026
Team Size:2
Status:
Active
Location:San Francisco
Primary Partner:Jared Friedman