Marketing Data Model Design Questions

Design efficient data schemas and models to support marketing use cases. Topics include defining entities and relationships such as contacts accounts and events, canonical identifier strategies and identity resolution, trade offs between normalization and denormalization, indexing and partitioning for performance, structured query language query optimization, segmentation and audience building patterns, mapping source fields into canonical schemas, data lineage and auditability, and policies for retention and privacy to support reporting and activation.