An end to the injuries you never saw coming.
Our AI-powered thermal imaging detects likely injuries, muscle problems and fatigue in professional athletes, and flags injury risk before it becomes a setback.
Thermal capture → AI muscle model
ai4sports reads injury risk and muscle fatigue from thermal imaging, with AI, in objective reports.
Objective reports in 15 seconds help athletes train safely and effectively, so coaching and medical staff act on data instead of guesswork.
On the field, across every sport.
We named it ai4sports, but injury and overload are not limited to the pitch. From the training ground to physical therapy to the desk, the same thermal analysis applies anywhere the body carries load, so ai4sports is built for every field.
Watch training load land on the muscle, session after session.
Thermal imaging reveals surface temperature and the thermal asymmetries that appear before and after training. Regular assessment tracks the load on each muscle and helps draw the line between high and excessive load.
Infrared imaging is a proven auxiliary diagnostic tool.
It is widely used to assess inflammation, overuse injuries, muscle pain and circulatory disorders, and it is highly effective for diagnosing muscle injuries in sport. Because injuries trigger inflammation and inflammation produces heat, the level of inflammation can be read from the temperature gradient of infrared images.
Objective evidence of how recovery is progressing.
Depending on the nature of an injury, tissues respond thermally in different ways. Thermal assessments make the progress of treatment measurable.
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After left-knee meniscus surgery, the athlete began a monitored recovery block.
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A long wait before surgery had caused overload on the right leg.
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This produced asymmetry in the left tendon; an ankle-strengthening protocol was added to treatment.
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Thermal asymmetry in the foot region was tracked through to resolution.
From a heat line to a diagnosis, for injury and fatigue.
A left / right asymmetry on the heat line maps to a status band. Hover any muscle on the front or back model to read its value and the model's call.
Switch between the original thermal capture and the injury or fatigue model on the front and back full-body views.
The same engine, in your hand on the touchline.
ai4sportsGO runs the ai4sports engine on mobile: capture from the clip-on thermal camera, read scores and regional findings on the spot, and sync session, GPS and medical history into one workflow.
- Live thermal capture with the clip-on camera
- Scores, regional findings and confidence on mobile
- GPS, medical and session history in one place
See ai4sports read a full-body scan in under 15 seconds.
Request access to explore thermal capture, structured reporting and ai4sports-gpt recommendations for your squad.
ai4sports blog posts
Thermal Asymmetry Dynamics After Ankle Injury
This blog summarizes a study that examined how thermal asymmetry changed on training days 1 and 14 in football players with and without a history of…
Tracking Injury Recovery with Infrared Thermography
Lower-extremity muscle problems in professional football players were compared before and after rest using infrared thermography and image processing. Across three documented cases, the method made…
Training-Load Responses After Rectus Femoris Recovery
Two elite football players who returned to sport after conservative and surgical treatment were compared under the same training load using infrared thermography. The surgically treated…