Leading Retailer Transforms Customer Experience with AI-Driven Personalization at Scale

Retail & E-Commerce

Leading Retailer Transforms Customer Experience with AI-Driven Personalization at Scale

Client

Global Retail Corp

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Overview

A leading retailer in Southeast Asia partnered with Pixel ML to build an AI-driven personalization engine that transforms how millions of customers discover and purchase products.

Challenges

  • Generic Experience: One-size-fits-all product recommendations leading to low conversion rates
  • Data Silos: Customer data scattered across 8+ platforms with no unified view
  • Real-time Processing: Need for sub-second recommendation delivery during flash sales

Solution

We implemented a real-time personalization engine powered by collaborative filtering and deep learning, processing over 50M events daily to deliver hyper-personalized product recommendations.

Results

  • 35% increase in conversion rates
  • 28% higher average order value
  • Sub-100ms recommendation latency at peak traffic
  • $18M additional revenue in the first year