20

AIChamp

expert-graded simulations at depth

Domains
Long Horizon · Enterprise
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Founded
Est. 2024
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HQ
San Francisco, USA
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Funding
Undisclosed
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Open source
Closed
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LinkedIn
LinkedIn · 1k

§ Positioning

Combines high-fidelity enterprise simulation with expert human review - bridges the sim-to-real gap by injecting domain knowledge into every training loop.

Best for · Enterprises needing long-horizon agents trained on their actual software stack with expert oversight.

Team · Founded by Mati Roy and Vol Goloshuk (ex-OpenAI, xAI, Stanford).

Focus · Builds long-horizon enterprise simulations powered by domain experts - trains agents on real software (Slack, Notion, Linear) through thousands of expert-reviewed tasks.

Notable customers · Enterprise (per company)

Score breakdown

§ Rubric applied · Commercial segment

Growth & momentum · weight 50%5.5 / 10
Traction & credibility · weight 35%6.5 / 10
Accessibility · weight 15%4.0 / 10