01 / Loyalty
Agentic Loyalty Analytics @ Regulars
Regulars is a B2B loyalty platform for independent restaurants. I led the build-out of an agentic analytics system that automatically surfaces retention insights and triggers intervention campaigns without manual analyst involvement.
Company
Regulars
Role
Product Manager, Loyalty Analytics
Year
Jan 2026 – Present
Tags
Multi-Agent SystemsRetentionAnalyticsRAGPython
01 / Challenge
The Problem
Restaurant operators don't have time to dig through dashboards. Churn signals were being missed because the data existed but no one was acting on it fast enough.
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