Data Frameworks

Creates a business-friendly abstraction over physical data models, translating technical schemas into business metrics and dimensions accessible via consistent, governed APIs.

Creates and governs a single authoritative golden record for critical business entities (customers, products, locations) across all enterprise systems through match,

Models data flows as streams of immutable events that producers publish to a broker, enabling loose coupling, fan-out to multiple

Structures analytical data into Fact tables (measurable events) and Dimension tables (descriptive context) using star or snowflake schemas for intuitive,