What you get
An actionable architecture report with prioritized fixes and a roadmap.
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The Medallion Architecture Standard
Bronze (Raw)
Ingest raw data from any source. Immutable history. Raw fidelity preserved. Replayable ingestion.
Silver (Curated)
Cleaned, filtered, and joined. The Single Source of Truth. Quality gates + contracts enforce stability.
Gold (Business)
Aggregated metrics ready for BI and AI. Metrics are consistent, documented, and consumable.
The Cost of Poor Architecture
No Governance
Who has access to PII data? Without Unity Catalog, you are flying blind.
Spaghetti Pipelines
Jobs failing because of schema changes? You need strict contract testing.
Vendor Lock-In
Trapped in proprietary formats? We build on open-source Delta Lake.
Our Engineering Pillars
Delta Lake Architecture
Oracle / Teradata to Databricks SQL. Stop paying for idle compute.
Learn MoreIs Your Current Setup Scalable?
What we look for
Failure domains, access patterns, data quality gates, and cost drivers.
What changes
Clear standards so your Lakehouse stays a platform, not a swamp.
Don't Build a Swamp
Get your architecture validated by a Principal Engineer before you scale.
