Summary
Enabled marketers to build and activate personalized audiences directly from cloud data warehouses without relying on engineering teams. Used generative and agentic AI to recommend segments, optimize targeting, and automate campaign execution. Maintained a single source of truth within the data warehouse to reduce governance risk. Accelerated experimentation, personalization, and cross‑channel performance improvement.