What it sells
Sandboxes for AI agents
Business model breakdown
Buyer: who owns the budget?
UnverifiedAI/ML research teams buying RL training data and environments (inferred).
Workflow: what inputs become what output?
Expert contributors build finance tasks, verifier rubrics and data-room environments with MCP tools; agents are trained/evaluated on them. Benchmark: best model 8% Pass@1 on 40 investment banking tasks.
Economics: what it saves and how it charges
Custom enterprise engagements for RL environments; no prices.
Distribution: how it reaches customers
Inbound contact form (24-hour reply), Calendly intro call, research blog.
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.