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KI
CartPilot
A recommendation API and admin UI that lifted average order value in a commerce pilot.
- Timeline
- 6 weeks
- Region
- US
- Related service
- KI-Entwicklung
+15%
AOV in pilot
6 wks
API + admin live
1 team
Could tune without deploys
The challenge
Merchandising relied on static related products. The team wanted smarter recommendations without rewriting the entire storefront.
Our approach
- Started with a narrow pilot catalog and clear AOV KPI
- Shipped a recommendation API with explainable slots
- Gave merchandisers an admin to override and review suggestions
- Measured lift before expanding categories
What we built
A Python recommendation service plus admin UI wired into the existing storefront — practical AI with a human override path.