Fashion AI imagery implementation guide

Use this rollout sequence to move from isolated experiments to a repeatable production workflow.

Updated June 23, 2026

1. 1.Define baseline metrics: cost per approved image, cycle time, and throughput.
2. 2.Start with one category and one workflow owner for a 2-week pilot.
3. 3.Standardize reusable model, outfit, and background references.
4. 4.Create approval SLAs and external review checkpoints.
5. 5.Roll out to additional categories after quality and speed targets are hit.