Raw product data in.Complete records out.Ready for every channel.
The enrichment layer of the Qooly Product Intelligence Platform. Agent Flow turns thin ERP and supplier data into complete, channel-ready product records, in your brand voice and under your rules.
In the product
Watch your data complete itself.
Agent Flow reads what your systems already know, fills every gap in your brand voice, and holds anything it cannot verify for a person to approve.
- Attribute completion
- Brand-voice copy
- Channel-ready titles
- Grounded in your data
How it works
From thin source data to complete, on-brand records.
Read your sources
ERP, PLM, supplier feeds, spreadsheets and product images.
Fill and score
Agent Flow completes each record and scores it against every channel's requirements.
Approve and release
Review what your rules route to you. Everything else goes live on its own.
Capabilities
Everything AI Enrichment handles
Attribute completion
Material, fit, care and dimensions, read from images and source data.
Brand-voice copy
Descriptions written to your tone, style guide and banned words.
Channel-ready titles
The right structure and length for every destination, in one run.
Grounded in your data
Anything it cannot verify goes to review, never live.
Localization
Adapted for every market you sell in, not just translated.
Human in the loop
Approval rules per category and field, with one-click rollback.
From raw to ready
The same record, before and after enrichment
JNS STR 32 BLU98CO 2EAJNS-0042-BLU6 of 8 fields missing
AI agents at work
Agents fill the gaps.You approve what matters.
- 01
Enriching & publishing
Maps incoming data to your catalog, validates it against your rules, enriches what is missing and routes anything needing a decision to the right approver.
Writing descriptions for 214 new SS27 styles - 02
Timing every change
Lists products once they are complete enough, starts prices at an exact moment, and acts on stock as it ages.
Listing 38 records the moment they reach 92%
Every module runs on the same agents and the same rules.
Meet all the agents →FAQ
Questions teams ask
Will the AI make claims that aren’t true?
No. Output is limited to what your ERP, supplier feeds, spec sheets and images support. Anything it cannot verify is routed to a person, and every change is logged and reversible.
Can we keep our hand-written copy?
Yes. You choose per field and per channel what Agent Flow fills. Many teams keep their hero copy and let it handle attributes, variants and translations.
How does enrichment fit the rest of Qooly?
It is one layer of the Product Intelligence Platform. Enriched records are governed by the same rules, published by Agent Sync and timed by Agent Scheduler, so nothing is enriched in one place and forgotten in another.
How do we get started?
Book a demo. We connect a slice of your real catalog and enrich it live, so you see the result on your own products.
See your catalog enriched
30 minutes, your own data. We enrich a slice of your catalog live and you keep the output.