Machine Learning · Retail
A personalization engine that lifted revenue 27%
Real-time recommendations and search ranking across web and app.
Lumen Retail Group2024
+0%
conversion
+0%
AOV
+0%
retention
01
The challenge
Lumen's static merchandising couldn't keep up with millions of SKUs and shopper intent, leaving revenue on the table.
02
Our solution
We built a real-time recommendation and ranking platform with a shared feature store, powering personalized homepages, search and email across every touchpoint.
03
The outcome
Personalized experiences drove a 27% lift in conversion and a 19% increase in average order value within one quarter.
Technologies
PyTorchFeastRedisNext.jsSnowflake
Free 30-minute strategy call
Let's build the AI that
puts you ahead
Tell us your goal. We'll map the fastest path to production and give you a clear plan — no jargon, no fluff.