What it sells
Continual Learning for Agents
Business model breakdown
Buyer: who owns the budget?
UnverifiedHeads of AI / engineering at enterprises.
Trigger: what makes them buy now?
Generic static models do not learn from the company's work and token costs keep rising.
Workflow: what inputs become what output?
Capture traces and expert judgment, define evaluations, post-train open-weight models (SFT, RL, distillation) with live metrics, deploy serverless or in own VPC; CLI usable by coding agents.
Distribution: how it reaches customers
Research-embedded, demo-led (Book a Demo).
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Summer 2025 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.