What it sells
Real World Environments and Data for AI
Business model breakdown
Workflow: what inputs become what output?
Licenses private enterprise codebases and captures real workflows (decisions, handoffs, exceptions) to build datasets and benchmarks such as Real-SWE.
Economics: what it saves and how it charges
UnverifiedSells or licenses datasets and benchmarks to labs; pays companies for data partnerships (inferred).
Distribution: how it reaches customers
UnverifiedData partnerships and sample-access requests (outbound/partnership led).
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Fall 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.