Ecommerce AI Coordination Playbook
Coordination practices for online retail teams running AI agent teams across inventory management, order fulfillment, pricing, marketplace operations, and customer experience. Built for the speed and complexity of multi-channel e-commerce.
Catalog
Product Data Enrichment Pipeline
New products enter through a structured pipeline: basic data (title, price, SKU) first, then the enrichment agent adds descriptions, images, attributes, and SEO keywords. The listing agent cannot publish until the enrichment pipeline is complete. This prevents half-finished listings from going live.
What goes wrong without this
A batch of 50 new products is uploaded with just titles and prices. The listing agent pushes them live immediately. 50 products appear on the site with no images, no descriptions, and no search keywords. They are invisible to search and look unprofessional to anyone who finds them.
Seasonal Catalog Coordination
The catalog agent maintains a seasonal calendar: when to surface holiday collections, when to suppress out-of-season items, when to pre-stage upcoming seasonal products. The ad agent, the email agent, and the merchandising agent all read from this calendar so seasonal transitions are coordinated, not ad hoc.
What goes wrong without this
It is December 27. The homepage still features Christmas gift guides. The email agent sends a "last minute gift ideas" campaign. The ad agent is still running holiday keywords. Nobody coordinated the seasonal transition. The store looks stale and out of touch.
Seasonal Catalog Coordination Calendar
The catalog agent maintains a seasonal calendar: when to surface holiday collections, when to suppress out-of-season items, when to pre-stage upcoming seasonal products, and when to transition between seasons. The ad agent, the email agent, the merchandising agent, and the homepage agent all read from this calendar so seasonal transitions are coordinated across every customer touchpoint simultaneously.
What goes wrong without this
It is December 27. The homepage still features Christmas gift guides. The email agent sends a "last minute gift ideas" campaign. The ad agent is still running holiday keywords. Nobody coordinated the seasonal transition. The store looks stale and behind. Customers who visit on December 28 get the impression nobody is running the store.
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