What it sells
Agentic AI for knowledge work
Business model breakdown
Buyer: who owns the budget?
UnverifiedHeads of AI/evaluation or domain leaders who need to verify agent work before shipping.
Trigger: what makes them buy now?
Need to verify agents on consequential work before deployment, with benchmark data and environments for training and regression testing.
Workflow: what inputs become what output?
Domain tasks, rubrics and reproducible verdicts; reference agents complete document, spreadsheet and tool workflows with source and review trail; publishes benchmarks such as Biopharma Bench V0.1 (12 environments, 71 tasks).
Economics: what it saves and how it charges
UnverifiedEvaluation programs, benchmark data and reproducible environments sold to customers; licensing of evaluation data; pricing not published.
Distribution: how it reaches customers
Talk to Raycaster / Evaluate a workflow; expert and fellow network for data contribution.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Fall 2024 | — | 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.