Scaling Self-Service Analytics in Regulated Banking With Metadata-Driven Design

A metadata-driven analytics platform on GCP enabled business teams to access trusted financial data without creating new silos. Key design choices included treating lineage as a first-class feature, using semantic layers for consistent business logic, and prioritizing auditability over raw performance in regulated environments.