Instance
A benchmark for synthetic video
Instance operates in b2b based in San Francisco, CA, USA.
Profile
Instance is a physics-aware quality layer for AI-generated video, built to improve world models — scanning synthetic video for physics violations and layering in human judgment at scale to benchmark what reads as real versus fake. Built for teams betting on synthetic data who need a reliable quality gate.
We're a team of technical cofounders from MIT who met in middle school!
Its activity falls under b2b; the profile below is assembled from public directory data.
Its base of operations is San Francisco, CA, USA.
The company is listed at the Summer 2026 stage of development.
The company reports a headcount in the 2 range.
Directory analysis
Instance provides a physics‑aware quality layer for AI‑generated video, scanning synthetic footage for physics violations and adding scalable human judgment to benchmark realism. The startup targets teams that rely on synthetic data and need a reliable quality gate.
Positioning: Instance occupies a niche in the synthetic media space, offering a specialized tool that blends automated physics checks with human oversight. Its focus on quality assurance positions it as a valuable resource for organizations producing or evaluating synthetic video content.
Note: Instance helps teams validate synthetic video for physics accuracy.
Auto-generated directory analysis from public data · updated 7 Oct 2026. Informational only, not investment advice.
| Sector | B2B |
|---|---|
| Headquarters | San Francisco, CA, USA |
| Country | USA |
| Employees | 2 |
| Stage | Summer 2026 |
Website: tryinstance.app
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