
Professional Wardrobe System
Wardrobe Studio
The client wardrobe archive that fills itself in. Photograph garments once, let AI draft structured details, and build styling sessions from the clothes your clients already own.
Turn garment photos into a client-ready archive.
Built for wardrobe intake, AI-suggested fields, session prep, and future outfit previews that start from real garments.
01
Open a client wardrobe or start a focused intake.
02
Photograph garments or upload existing images.
03
Review AI suggestions for type, season, and description.
04
Refine the record for styling sessions and fittings.
05
Build looks from the wardrobe the client already owns.
Who it is for
Serious wardrobe work, less spreadsheet theatre.
What you can manage
The archive becomes the working surface.
- Garment records and photo-led metadata
- Client wardrobes and saved outfit boards
- Packing lists, treatment notes, seasons, and storage context
- AI suggestions that stay drafts until a professional approves them
Product Direction
Built for wardrobe work, not data entry.
The interface stays visual: sharp garment grids, monochrome controls, editorial spacing, and photo-led records. Details appear when they help a stylist prepare, edit, pack, or build a look.

Capture
Client-Ready Garment Records
Upload or capture a garment photo and let AI draft the visible details: type, color, silhouette, pattern, composition cues, season, and description. Review every suggestion before it becomes part of the wardrobe.

Describe
Intake Without the Blank Form
Turn closet edits, fittings, and archive days into consistent records without typing every field from scratch. Keep the photo central, then refine the metadata that matters for styling work.

Preview
Preview Looks Before the Session
Build from the garments already in the wardrobe. Use outfit previews as a visual planning layer for styling direction, client conversations, packing, and saved looks.
Questions
Clear boundaries for AI.
Will AI change my photos automatically?
No. Suggested fields wait for your approval before they update a garment.
Can it identify exact brands or fabric content?
It focuses on visible details. Brand, size, and exact composition should be confirmed by the professional unless clearly provided.
Is the try-on preview exact?
No. It is a styling preview for direction and comparison, not a promise of exact fit, sizing, or real-world drape.

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