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Physique Lab: why bodyweight is a terrible progress metric

The scale conflates muscle, fat, water and gut contents into one misleading number. Misi’s Physique Lab tracks what actually changed using body scans, progress photos and posture analysis.

Two people can both weigh 80 kg and look completely different. The scale cannot tell muscle from fat, and it swings two kilos on water alone. Judging a physique transformation by bodyweight is like judging a company by its share price minute to minute.

AI body scan

Physique Lab estimates body composition from a guided photo scan, so you can watch lean mass and body fat trend independently — even on a week the scale refuses to move.

Progress photos and posture

Standardised progress photos and posture analysis catch the changes numbers miss: shoulder development, waist taper, anterior pelvic tilt improving as your core work pays off.

Kinetic Form Studio

The Kinetic Form Studio lets you review movement and posture over time, turning "I think I look better" into something you can actually see side by side.

Track composition, not bodyweight. The scale is noise; your shape is the signal.

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