Today we have perception, not reliable judgement.
Today's models are not native to video, and not optimized for judgement.
Frontier models
See the frame but miss the detail that decides the call.
LLM judges
Built on those models, they inherit the blind spot and drift from one run to the next.
Human review
Catches what models miss, but it does not scale.
Judgement grounded by the evidence.
Understands the scene
Cause and effect, real motion, and the moment that matters.
Cites the evidence
Every verdict names the frame, time, and region behind it.
Answers in seconds
Inline in the pipeline, one call per clip.
Returns a verdict
Approve, retry, alert, or hand off.
Use cases
Generated video evaluation
Monitoring footage review
Generated avatar and character evaluation
Robot footage evaluation
Vehicle footage evaluation
Multimodal System One for reliable judgement.
We are working with a small group of design partners.
Request early access