Coaches need insight in seconds, not dashboards next week. How to design a pipeline for match-day use.
Decide what the coach will do with it
Start from decisions such as substitutions, load management and recovery, then work back to the signals needed. Fewer, trusted metrics beat a wall of charts.
Stream, do not batch
Use an event-streaming backbone so GPS, heart-rate and video features arrive within seconds. Design for patchy stadium networks with local buffering.
Respect the athlete
Athletes own their data. Granular consent, clear retention limits and role-based access are both ethical and a condition of adoption.
Working through this in your organisation?
Talk to the team behind our Sports practice about what a practical first step looks like for you.