A monochrome editorial wardrobe studio

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.

Personal stylists building client wardrobes that survive beyond one session.
Wardrobe consultants documenting closet edits, fittings, alterations, and outfit ideas.
Costume and archive teams that need visual records without turning every intake into admin work.

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.

A tailored coat photographed in a minimal studio setup

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.

A monochrome wardrobe wall with sculptural garments on rails

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.

An AI outfit preview concept in a monochrome fashion studio

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.

A monochrome AI outfit preview studio

Preview the wardrobe your client already owns

Photograph. Classify. Style. Decide.

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