AI Retouching Pipeline for Fashion Production

6× faster garment retouching, with editable PSD output and a 50% smaller retouching team.

Step-by-step retouching of garment-on-hanger photos, not image generation.

Automated retouching

Editable PSD · Individual processing stages

6×

faster retouching

15 min manually → ~2.5 min with AI.

Retouching speed

Production scale

About 100 photos every three days, equivalent to roughly 12,000 annually at a steady rate.

Team impact

Retouching team reduced from 12 to 6 following automation.

My role

I led business requirements, workflow design and delivery, coordinating the external development partner, retouchers and internal IT.

Step-by-step retouching of garment-on-hanger photos, not image generation.

Automated retouching

Editable PSD · Individual processing stages

6×

faster retouching

15 min manually → ~2.5 min with AI.

Retouching speed

Step-by-step retouching of garment-on-hanger photos, not image generation.

Automated retouching

Editable PSD · Individual processing stages

6×

faster retouching

15 min manually → ~2.5 min with AI.

Retouching speed

Already used on real production photos. Corporate deployment is underway; the retouching team has reduced from 12 to 6 following the automation.