Data & AIDuration: 12 months
Fortune 100 Retailer · Retail
GenAI-Powered Demand Forecasting at Global Scale
Built an AI forecasting platform processing 2B+ SKUs daily, reducing stockouts by 62% across 5,000 stores.
The Challenge
Legacy forecasting models couldn't scale to 2B+ SKUs, causing stockouts and waste across a global retail network.
Our Approach
1
Data Platform Assessment (Weeks 1-6)2
GenAI Model Development & Training (Months 2-5)3
Pilot Rollout Across 500 Stores (Months 6-8)4
Global Scale Deployment (Months 9-12)Key Outcomes
62%
Fewer Stockouts
$2.1B
Revenue Impact
40%
Waste Reduction
“Tecerra delivered what they promised — and then exceeded it. This was the most professional technology engagement I've been part of.”
Enterprise Architect
Fortune 100 Retailer