What it sells
Interpretability and reasoning infra for foundation models.
Business model breakdown
Buyer: who owns the budget?
UnverifiedML/AI engineering or safety leads at model developers and AI product companies.
Workflow: what inputs become what output?
Use an SDK to detect and causally trace behaviors (hallucinations, invariant violations) in latent space, steer outputs programmatically, extract human-readable principles and synthesize edge cases.
Distribution: how it reaches customers
Inbound by email only (reach out); SDK, benchmark results announced as coming soon; no self-serve visible.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Winter 2026 | — | 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.