IndustryFashion & Apparel

Fashion product data, governed once and shaped for every channel.

Size runs, seasonal drops, fabric composition and care copy governed once, then shaped for every marketplace, storefront and wholesale line sheet.

  • One recordBehind every channel
  • Held, not reportedWhat fails never ships
  • < 500msStock change to every channel
A merchandiser arranging a collection across glowing digital garment racks
The reality today

Where a fashion season loses its weeks

Where the work goes when product data has no single home.

4 gaps one governed record closes

Without one recordManual today
  1. The same style is entered three times: once for a marketplace taxonomy, once for the storefront, once for the wholesale line sheet buyers actually order from.

  2. Size runs arrive from the ERP in one convention and are re-mapped by hand to US, UK, EU and JP grids, per variant, per market.

  3. A style goes live before anyone notices the fabric composition, care wording or country of origin is missing, so the correction happens in public.

  4. A drop sells out at the till in a Shopify POS store and keeps selling on a marketplace, because availability is reconciled on a schedule instead of on the movement.

Each of these is the same record, copied and fixed by hand. Qooly AI keeps one and shapes it for every channel.
How Qooly AI handles it

The rules refuse before the season ships.

Your own rules decide what a fashion product record is allowed to be. Required attributes per channel, size-run completeness, fabric composition, care wording, barcode validation between your source systems and the channel: modeled once, then enforced on every write, whoever or whatever made it. A style that fails is held for review instead of reaching a destination. Agent Flow completes what is missing and writes it in your brand voice, Agent Sync carries it to each channel in the shape that channel requires, and Agent Stock and Agent Price hold availability and price correct long after the drop is live.

With one governed recordEnforced on every write
  • 01

    Size runs, every market's grid

    Alpha and numeric runs are mapped per variant to each market's convention on the record itself, so a style carries every grid it needs instead of being re-entered per market. A run with a hole in it is held for review rather than published as a broken curve.

  • 02

    Composition, care and origin as required fields

    Fabric composition, care instructions and country of origin are governed attributes, not sentences buried in a description. Agent Flow sources them from your PLM or ERP and completes what is missing; anything it cannot source is held, not guessed at in public.

  • 03

    Drops and capsules that open and close by rule

    Tag a style by season, drop and capsule, then open or retire a whole drop with one rule. Agent Scheduler lists a style the moment it clears the readiness bar you set for that channel, and closes the window on the date you chose.

  • 04

    Wholesale and retail from one record

    A NuORDER line sheet and a marketplace listing are two shapes of one governed record, with wholesale price fields, currency and season attributes governed alongside consumer content. Buyers order in their own system; Qooly governs the catalog behind it.

  • 05

    Availability that survives the drop

    Agent Stock keeps Available-to-Sell correct across the ERP, warehouses, Shopify POS stores and every connected marketplace, propagating a change in under 500ms, so a sold-out style does not keep selling somewhere else.

Garments, materials, swatches and accessories flowing as product information, design, materials, variants, media, pricing, compliance and sales data through one governed core to every storefront and channel
Questions

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See it on your own catalog.

Your systems connected, your rules applied, your channels published. No slides.