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Case Studies

Platforms we've shipped, results we've measured

A sample of engagements across industries — each one a real migration, architecture, or optimization project.

Financial Services · Migration

Legacy Teradata warehouse to Databricks Lakehouse

Migrated a 12-year-old Teradata warehouse to a governed Lakehouse architecture with zero reporting downtime during cutover.

42% query cost reduction
Retail · Platform Optimization

Cluster right-sizing for a national retail chain

Re-architected cluster policies and job scheduling across 40+ pipelines feeding demand forecasting.

35% cloud cost saved
Healthcare · Governance

Unity Catalog rollout across a multi-region provider network

Implemented fine-grained access controls and lineage tracking across patient and claims datasets.

100% audit-ready lineage
Manufacturing · Data Engineering

Real-time IoT ingestion for plant-floor sensors

Built streaming pipelines with Delta Live Tables handling high-frequency equipment telemetry at scale.

6x ingestion throughput
Logistics · Forward Deployment

Embedded engineering team for network visibility platform

Two senior engineers embedded for 5 months to accelerate an internal fleet analytics platform.

4 mo to production

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