What it sells
Evals for frontier research agents
Business model breakdown
Trigger: what makes them buy now?
Need to find where an agent breaks, hill-climb on a workflow, or prove quality to buyers or justify spend.
Workflow: what inputs become what output?
Start with a workflow goal, experts write tasks the agent has not seen, measure with matched runs, then repeat after fixes.
Economics: what it saves and how it charges
UnverifiedServices-style engagement with PhD-level expert-written task sets; no prices shown.
Distribution: how it reaches customers
Demo-led ('Book a demo').
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.