Use case
AI product enrichment that completes the record, not a queue.
Agent Flow completes attributes, titles, descriptions, taxonomy and translations inside your rules. What it cannot source is held, never guessed.
- CompleteBefore a channel sees it
- ContinuousNot a cleanup project
- SourcedEvery value traceable
If enrichment is a project your team schedules…
Where the work goes when product data has no single home.
4 gaps one governed record closes
Attributes are missing in the ERP, so somebody researches fabric composition, dimensions or compatibility by hand
The same product needs long copy for your storefront, short copy for a marketplace, and fabric and fit detail again for a wholesale line sheet
Demand is in markets whose language the catalog was never written in
Copy written seasons ago still ships, because nothing tells you which record went stale
Enrichment inside the rules, not beside them.
Agent Flow maps incoming data to your catalog schema, finds what is missing, and completes it from the sources you trust: your ERP, supplier data, spec sheets and the product photography. It writes titles, descriptions and SEO content in your brand voice, classifies products into each destination's taxonomy, and localizes for the markets you sell in. Everything it produces is validated against your own rules before release. Anything it cannot source, or that needs a human decision, routes to a named approver instead of publishing.
- 01
Attributes completed from your own sources
Material, fit, dimensions, compatibility and care detail are completed from the ERP, supplier data and spec sheets, and inferred from product images where the source is silent.
- 02
Details extracted from images
Agent Flow reads your product photography to recover attributes nobody typed (colorway, closure, material, pattern) then validates what it found against your rules before it counts as a value.
- 03
One brief, every destination's shape
Long-form for your own storefront, a marketplace's field limits, a NuORDER line sheet's fabric and fit detail. All generated from one governed record rather than rewritten per channel.
- 04
Taxonomy classified automatically
Products are classified into each destination's category tree, including the Google product taxonomy, instead of being remapped by hand every season.
- 05
Written for the market, not translated at it
Content is written for each market you sell in, carrying the regulatory and labeling copy that market expects, from the same governed record.
- 06
Held, never guessed
A value that cannot be traced to a trusted source is never published. Regulated language and brand claims route to a named approver; the rest releases the moment it passes.
- Agent FlowEnriching & publishing
- Agent SyncSyncing every channel
What changes once Qooly is in the path.
Each agent owns a part of the path.
- Enriching & publishing
Agent Flow
Flow maps incoming data to your catalog schema, validates it against your rules, enriches what is missing, routes anything needing a decision to the right approver, then releases it the moment it passes.
- Syncing every channel
Agent Sync
Sync distributes approved product data, pricing and digital assets to every connected destination in the format that destination requires, and retries what fails instead of dropping it.
See it on your own catalog.
Your systems connected, your rules applied, your channels published. No slides.