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Healthcare·May 2026

Healthcare Data Platform Modernization for Scalable Analytics

Modernized legacy healthcare data warehousing onto a cloud-native lakehouse with built-in governance and lineage.

40%
Lower TCO vs legacy
100%
Reports migrated with parity
Healthcare Data Platform Modernization for Scalable Analytics
Challenge

The problem

A US healthcare customer was running an aging on-prem data warehouse that throttled every analytics request. Cost was rising; trust was falling.

Approach

How we engineered it

  • 1Replatformed from on-prem warehouse to a cloud-native lakehouse with parallel-run validation
  • 2Stood up dbt-based modeling with explicit data contracts and SLA monitoring
  • 3Embedded data-quality gates with Great Expectations and lineage with Collibra
  • 4Retired the legacy estate with a clear decommissioning plan
Outcomes

What shipped

Measured outcomes from the program — not promises.

40%
Lower TCO vs legacy
100%
Reports migrated with parity
Technology

What we built it on

SnowflakeDatabricksdbtCollibraGreat Expectations
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