Thoughts, trends, and practical advice from our team and industry experts.
Zenline’s Data Cleaning Agent fixed brand and color errors and enriched attributes across 500k+ electronics SKUs using online data only.
Zenline uses internal and external data for real-time assortment optimization. Learn how our AI works with incomplete data to drive better retail decisions.
We identified true substitutes in face creams by analyzing images, names, descriptions, and attributes, correcting over 50% missing links and 35% wrong pairs and auto-populating substitute modules.
Zenline’s AI agents support assortment decisions with margin insights, pricing logic and product signals. Learn how retailers use AI for category planning.
The Founding Story of Zenline AI. Discover how Zenline AI was founded to help retailers make better assortment decisions – with AI agents built for category teams in a changing market.