What Rubric AI does
Rubric AI builds reasoning and verification infrastructure for AI agents operating in high-stakes, specialized domains. Its premise is that generalist models struggle with judgment-heavy work in fields like healthcare, life sciences, finance, and law, so Rubric converts credentialed human expertise into structured, auditable intelligence that guides agents at test time.
Key capabilities
- Purpose-built reasoning environments for specific verticals
- Expert-verified reasoning traces curated from licensed domain experts
- Test-time guidance on how agents reason, select tools, verify intermediate steps, and when to escalate to a human
- Tooling to source, verify, onboard, and manage domain experts such as clinicians and scientists
Who it's for
Rubric AI is aimed at the growing set of vertical AI companies deploying agents in regulated, high-judgment domains. It addresses a shared problem: turning generalist agents into reliable domain specialists whose reasoning can be trusted and audited. Rubric AI is backed by Y Combinator.