Live-Stream Moderation Agent
Watch a stream get judged frame by frame — by the real model, running on your own machine.
The film is real product footage, screened frame by frame. Only benign streams appear in it: nothing the agent flagged, and no client, is published here.
Run the classifier on a clip
One frame every three seconds, scored by the production classifier — stage one of the three the real pipeline runs. The sample stream passes at the shipped threshold. Drop in a clip of your own, or move the threshold, and you can watch the whole mechanism fire.
Stage one of three, exported to run client-side. It scores the proportion of a frame that reads as skin, so a close subject scores high and a wide shot with less of the frame filled scores low — which is why production runs a body-part detector alongside it for recall and a vision model to confirm. The weapons and minor-presence detectors are not here — their licences are not cleared for anything client-facing. Only benign footage is published on this page: anything that reliably crosses 0.60 is, by definition, footage we would not put in front of a visitor.
Bring us one workflow.
We will show you the before-and-after in a week. Discovery runs off documents you already have — the SOP, the QA scorecard, the exception log, the last audit finding — plus one shadowing session.