OneTrack launches Iris-1 world model for industrial operations

OneTrack introduced Iris-1, a world model that analyzes video from warehouses and factories, the company said in a press release. The model describes operational events, finds footage through plain language searches, and flags activity for review.

Iris-1 also supports OneTrack's AiOn agent, which can analyze video, identify patterns across multiple sites, and investigate root causes. Customers are using the model to detect protective equipment violations, identify heavy items dropped or jolted during transit, and examine incidents and near misses.

In an internal test using safety events excluded from training, OneTrack said Iris-1 identified collisions three times more accurately than Google Gemini 3.8 Flash. The company also said the model operated at a lower cost in that test.