What it sells
Environments for Long Horizon Work
Business model breakdown
Buyer: who owns the budget?
Frontier AI labs and RL data vendors (site: working with four top frontier AI labs, several Fortune 100 companies and leading RL data vendors).
Trigger: what makes them buy now?
UnverifiedLabs need hard, long-horizon training environments and post-training data for coding, computer use, knowledge work and research agents.
Workflow: what inputs become what output?
Aviro designs and builds simulated worlds, converts them into post-training datasets and reinforcement learning environments, and publishes benchmarks (e.g. C4 grounded-reasoning benchmark across 3 simulated company environments).
Distribution: how it reaches customers
Demo-led ('Book Demo' via cal.com), with benchmarks and research writeups as credibility marketing.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Spring 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.