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Portfolio

Personalized Recommendation Engine

Personalized Recommendation Engine

AI-driven personalization layer across the digital customer portal, mobile app, and outbound channels. Models next-best-offer, bind probability, and retention risk per customer, surfacing context-relevant offers (umbrella, life, increased limits) at moments of high intent.

Step 1: Outcome & Intent