AI for physical performance and injury prevention in football
The performance agent tracks each player's training load from GPS data and alerts the staff beyond the thresholds set by the medical team. It cross-checks load with sleep and wellness questionnaires.
It flags, it does not diagnose: decisions stay with the medical team.
What the performance agent does
Acute and chronic load
Calculated for each player from GPS data, with deviations from their own average.
Threshold alerts
Sent to the staff when a player goes beyond the thresholds set by the medical team.
Risk alerts
Load, sleep and wellness questionnaires cross-checked.
Individual monitoring
A player's trend over a period and comparison with the group.
Example questions
Strength & conditioning
- Which players are above their chronic load this week?
- Show the group's load trend over the last four weeks.
- Who covered the most high-intensity distance in the last match?
Medical team
- Cross-check GPS load, sleep and wellness questionnaires for the starters.
- Which players reported high fatigue two days in a row?
Connected tools
GPS: Catapult, STATSports. Athlete management systems (AMS): Kitman Labs, Teamworks AMS. Physical match data: SkillCorner. Internal spreadsheets and questionnaires.
The connection goes through each tool's official API, using the club's own subscriptions.
Health data: hosting and access
Medical data is sensitive. It can stay on a club server (on-premise) or be hosted in a cloud in Europe, GDPR compliant.
Access is defined by role: only the people authorised by the club can see medical data, including through the agent.
Frequently asked questions
Can AI predict injuries?
The agent does not diagnose or predict injuries. It flags load deviations and combined signals (load, sleep, wellness questionnaires) beyond the thresholds set by the medical team, which decides.
Which GPS and AMS tools are compatible?
Catapult and STATSports for GPS, Kitman Labs and Teamworks AMS for athlete management, as well as Excel exports. The connection goes through each tool's official API.
Who sets the alert thresholds?
The medical team and the strength and conditioning staff. The agent applies the thresholds defined by the club.
Where is medical data stored?
The club chooses: on a club server or in a cloud hosted in Europe, GDPR compliant. Access is defined by role.
Learn more
Get in touch
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