Leads Product Intelligence analytics, translating product usage and telemetry data into insights on adoption, retention, churn, upsell, and revenue. Owns semantic definitions, data quality, cataloging, governance, KPI design, and AI-ready analytics. Partners with Product and Engineering on instrumentation, data requirements, pipelines, and models. Presents recommendations to senior leadership and establishes analytics standards across the organization.