What it sells
Models that keep learning
Business model breakdown
Buyer: who owns the budget?
UnverifiedEngineering / AI leads running production agents (inferred).
Trigger: what makes them buy now?
Agents are frozen after deployment and repeat the same mistakes until prompts are rewritten.
Workflow: what inputs become what output?
Stream agent traces by SDK, score corrections/retries/outcomes into rewards, run RL to update model weights, every checkpoint passes eval suite and forgetting check before the customer approves.
Distribution: how it reaches customers
Talk to us (sales-led); research blog posts.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2023 | — | 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.