Governed Analytics Platform
A governed analytics platform that creates one trusted source of truth for consistent business metrics, certified data products, executive reporting, and self-service decision-making.
Platform Architecture
Enterprise Data Sources
Core systems, apps & files
Databricks Auto Loader & PySpark
Scalable ingestion & processing
Delta Bronze
Raw, append-only enterprise data
Delta Silver
Validated, standardized, quality-controlled data
dbt Gold Models
Certified data products
Semantic Metrics Layer
Centralized KPIs & reusable metrics
Business Intelligence
Dashboards, analytics & reporting
Governance, Quality & Reliability
Unity Catalog
Governance, lineage, discovery, access controls, and certified assets
dbt
Data contracts, automated testing, documentation, and semantic metrics
Airflow
Orchestration, monitoring, dependency management, and workflow reliability
CI/CD
Pull-request validation, dbt parsing, compilation, and controlled change management
Trusted Metrics
One governed metric layer creates consistent business definitions for every team, dashboard, and executive report.
Certified Data Products
Certified, reusable datasets give analysts and business teams a trusted foundation for self-service analytics.
End-to-End Lineage
Clear lineage connects executive reporting and trusted decisions to certified sources and business definitions.
Self-Service Analytics
Discoverable data products and consistent metrics enable confident self-service analytics across the organization.