AI that watches the game and cuts the highlights

Highlight clipping is a race against the final whistle. The new pipeline runs it automatically: it records the live stream, transcribes the commentary, and hands the transcript to an AI model with a strict schema that returns each key moment — goal, card, penalty — with precise start and end times.

Because it reads the commentary rather than the pixels, it's fast and cheap to run, and every detected moment flows straight into the next stage to be cut and reframed. The clever part is deciding what matters; the model does exactly that, and nothing else.