Human-in-the-loop
Coaches veto models that ignore locker-room culture; UX for staff matters as much as model AUC.
Integrity analytics
Market microstructure plus positional data flags anomalies—never sole evidence for sanctions.
Accessibility
AI captions and audio-described feeds widen audiences beyond stadium walls.
