Services
Data & Lakehouse
Everything you build on top - dashboards, models, apps - is only as good as the data underneath. We build that layer: a governed lakehouse that pulls from everywhere, models cleanly, secures per user, and doesn't fall over as it grows.
What we do
Medallion lakehouse architecture
Bronze, silver and gold layers on Databricks with clear naming, schema design and Delta Lake reliability.
Dimensional modeling
Star schemas, fact and dimension tables, MDM entities and materialized views built for fast, correct reporting.
Ingestion from anywhere
Pipelines from 20+ heterogeneous sources - APIs, databases, SaaS tools - with historical and incremental loads.
Governance with Unity Catalog
UC groups, granular permissions, row- and column-level security, and end-to-end data lineage.
BI & dashboards
150+ KPIs modeled into one semantic layer, surfaced through Power BI and Databricks SQL with dynamic row-level security.
Outcomes
- Report refresh time cut by up to 95%
- 150+ business KPIs translated into a single governed model
- Data ingestion redesigned for 60% faster loads
- 1M+ records/day processed from 15+ sources
Stack
Questions
What is a Medallion lakehouse?+
A layered architecture - bronze (raw), silver (cleaned), gold (business-ready) - that keeps raw data recoverable while serving fast, modeled tables to analytics and ML.
Why do our dashboards contradict each other today?+
Usually no shared metric layer - each report computes its own numbers. We fix it with one governed semantic model and row-level security driven by roles.