How Xenco Medical Is Using AI to See Human Movement Differently

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On July 19, Xenco Medical unveiled XenVision at SIGGRAPH 2026, the Association for Computing Machinery's annual computer graphics conference. XenVision is an AI-powered musculoskeletal intelligence platform that analyzes posture, movement and biomechanics in under two minutes using markerless computer vision. The venue was the point: a medical technology company introduced a clinical screening tool at a conference built for graphics researchers, not orthopedic surgeons.

Rather than requiring wearable sensors or reflective motion-capture markers, XenVision reconstructs a digital representation of the body's musculoskeletal system from visual input alone. The platform then applies artificial intelligence and computational biomechanics to generate clinically relevant insights, including postural alignment, joint kinematics, range of motion, bilateral symmetry, movement efficiency, compensatory motion patterns and longitudinal functional change.

Xenco Medical says the platform was engineered using more than 700,000 real-world musculoskeletal assessment datasets.

For Xenco Medical Founder and CEO Jason Haider, the significance extends well beyond introducing another...

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