Segmentation isn’t personalization. Create edits and outfits that reflect each customer’s size, style, and intent, then track the revenue impact.







Attribute-level QA and rollback logs.
Approval workflows and stylist guardrails.
Minutes-level propagation across systems.



See what Mapp Fashion can do for your business…