Starbucks
Deep Brew: AI Personalization Driving 40% of Revenue Through Loyalty
The Problem
Starbucks had 30M+ Rewards members but couldn't meaningfully personalize offers at scale. Customers received generic promotions with low redemption rates. Baristas spent time manually managing inventory and predictive tasks instead of serving customers.
The Solution
Developed Deep Brew, Starbucks' AI platform that personalizes 16M+ weekly recommendations to Rewards members, optimizes drive-thru menu boards based on weather and time of day, predicts equipment maintenance needs, and helps managers with labor scheduling.
The Outcome
Loyalty program now drives 40%+ of US revenue. Personalized offers see 3x higher redemption rates vs. generic offers. Predictive maintenance reduced equipment downtime, improving the customer experience.
Key Metrics
- 40%+ of US revenue from Rewards members
- 3x higher offer redemption with personalization
- 16M+ personalized recommendations weekly
- Predictive maintenance reduced equipment downtime