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Biomechanics, AI, and human movement science. Research notes and practical thinking from the Northlake Labs team.

gait analysis rehabilitation AI

AI-Assisted Gait Analysis in Rehabilitation: What's Changing and What Isn't

Computer vision and machine learning are making clinical gait analysis faster and more accessible. But some things about good rehabilitation practice haven't changed — and shouldn't.

Geoffrey Brown · February 10, 2026
biomechanics software motion analysis

Custom vs. Off-the-Shelf: Choosing Biomechanics Software That Actually Fits

Generic motion analysis platforms solve the easy problems. Here's how to figure out when you've outgrown them — and what to look for in a custom solution.

Geoffrey Brown · January 28, 2026
biomechanics AI machine learning

How AI Is Transforming Biomechanics Movement Analysis

Machine learning is changing what's possible in human movement science — from markerless motion capture to real-time injury risk scoring. Here's what the shift actually looks like in practice.

Geoffrey Brown · January 15, 2026

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