All case studiesProfessional Teams & Leagues
A Professional Basketball Franchise (Confidential)
Built a production injury-risk model and staff-facing tool trusted by performance and coaching staff in-season.
4 months to first deployment, ongoing in-season iteration
The Challenge
The performance staff had years of biometric, load, and injury-history data spread across wearable vendors and spreadsheets, but no reliable way to combine it into a model coaching staff would actually trust during in-season decisions.
Our Solution
We built a data pipeline consolidating wearable, GPS, and injury-history data, then developed an explainable injury-risk model wrapped in a staff-facing dashboard designed with the performance team's input from day one — prioritizing interpretability over black-box accuracy.