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Platform

The agents do the work. Your team decides what ships.

Four surfaces: what they know, what they do, what they pass, and where your team picks it up.

The Product enrichment workflow in the CommerceClarity workflow builder

Context

The agents start from what your company knows

The agent reads all of it before it writes a word: your rules, your systems, and the market outside.

Yours
Rules, glossary, attribute model, and the systems you already run.
And what you do not control
Search demand, what the engines answer, and what a category must state.

What the agents know

Apparel · Online store

YOURS

Your rules

Tone, forbidden claims, conventions

Your glossary

Approved terms, per language

Your systems

Feed, PIM, barcodes, brand sheet

Your attribute model

Families, and what each one requires

OUTSIDE

Search demand

The questions buyers actually ask

AI answers

What the engines say about the category

Product databases

What the manufacturer published

Regulation

What the category has to state

Set up with your team, then changed by them

Agents

You give it the target. It builds the plan.

Bring the number you are measured on and the date you need it by. The agent works out the steps.

Fitted to one catalog
Same shape for everyone, your model inside.
Human in the loop
Nothing publishes that a person did not agree to.

Building the workflow

From your KPIs
Apparel has to reach 95% completeness before the new marketplace opens in September. 4,000 products.
Four steps, then. And what I cannot source from your systems, I hold for your team rather than guess.

The workflow it wrote

1Read the feed, the barcodes and the size charts
2Fill what the Apparel families require
3Score every product against the rules
4Under 95% goes to your team, not the channel

Governance

Your rules become the standard every agent is held to

Encoded once, scored on every output, and a person approves what publishes.

Measured, not asserted
Every agent carries a quality target, and every output is scored on it before it moves.
Explainable one value at a time
The rule it failed, and the sentence it would have written.
The catalog grid with a flagged short description and the issue read where the value is: too generic and not aligned with the retailer tone.

Grid View

The screen your team works in

Your team goes straight to the values the agent could not settle, marked in the cell.

The view is the export
Build it once, save it, and export it in the column order you set.
A thousand rows in one gesture
Filter, select, and run an agent on the selection.
The grid with the view switcher open: saved custom views, all products, errored products, and the rename, duplicate and delete actions on one of them.

Questions

Questions we get asked

What is CommerceClarity Agent OS?
The platform our catalog agents run on. It has four surfaces: the context an agent reads, the plan it builds, the rules it is scored on, and the grid where your team reviews the output.
Do we operate the platform ourselves?
No. We run it alongside your team, and a Retail Engineer brings agents live category by category.
Does it replace our PIM, ERP or DAM?
No. The agents read those systems and write the finished record back. You do not migrate anything, and you keep one catalog.
Can an agent publish without a person seeing it?
No. A person approves everything before it reaches a channel, and every published value carries the rule it passed.
How long before the first workflow is live?
Weeks. The first workflow goes live on one category, and the next starts from the records it built.

Open it on your own catalog

Bring one category and the attributes you never got to fill. Half an hour in the platform beats a deck.