Client
Athlete Analytics
Industry
biotech
Services Provided
A performance intelligence system that closes the loop from scan to training plan.
Movement Mirror had the underlying technology — 3D body scanning, motion capture, photorealistic digital humans — and inbound conversations with NFL and NBA organisations. The challenge wasn't the data. It was designing a product that made that data actionable for athletes and trainers who make high-stakes decisions every week.
Working alongside a senior data design lead, I contributed to a performance analytics system built around a single athlete profile. The product moves through four connected layers: movement analysis, injury risk and asymmetry mapping, scan-to-scan comparison, and a weekly training plan generated directly from the findings. Each view is tied to the same athlete, the same scans, the same moment in time — so nothing lives in isolation.
The structural design decision was closing the loop. Most performance tools surface data and stop. Here, the injury risk view doesn't just show a 68/100 composite risk score — it ranks the findings by severity, maps them onto the body as a strain map, and outputs a coach recommendation with a specific protocol. The weekly training plan traces back to those same findings: each session is tagged to the joint or system it addresses, with a plan rationale panel that shows exactly which finding drove it. Scan-to-scan comparison at the bottom of the athlete view quantifies the change — hip flexion +10°, knee asymmetry halved from 14.2% to 6.4%, movement score up 12 points — making the system's value visible over time.
IMPACT HIGHLIGHTS
Designed a performance intelligence system: movement signature, injury risk, scan comparison, and training plan
Closed the loop from data to action — findings from the scan directly drive the weekly training plan
Designed injury risk prioritisation with body-mapped strain hotspots and composite risk scoring
Built longitudinal comparison as a core interaction — every metric readable across multiple + scans over time
Piloted with profesional athletes in-season