What it sells
World models for robot evals and training.
Business model breakdown
Buyer: who owns the budget?
Founders and robotics/ML leads at companies building action models for robot manipulators.
Trigger: what makes them buy now?
Limited physical robot availability slows training iteration and edge-case testing before deployment.
Workflow: what inputs become what output?
Train a world model on the customer's robot data, roll out the customer's policy in simulation to find failures, then generate synthetic trajectories to fix them.
Economics: what it saves and how it charges
UnverifiedLikely project/engagement or license fees for custom world models; none published.
Distribution: how it reaches customers
Founder-led direct outreach via email ('Let's work together'); no self-serve.
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.