Each engagement below began with a data layer the business couldn’t fully trust, and ended with a fast, documented, production-grade system owned entirely by the internal team. The metric is the proof; the business result is the point.
Finance
Financial Services Firm
Before
Legacy warehouse took 6 hours to produce daily reports — so decisions waited a day, and the finance close dragged.
Outcome
Reporting latency reduction
Business result
From 6 hours to under 20 minutes. Operations act on same-day numbers, and finance closes the books a day earlier every month.
Retail
Retail Group
Before
12 disconnected systems, no unified view — every cross-channel question meant weeks of manual reconciliation no one trusted.
Outcome
Source systems unified
Business result
One Data Vault 2.0 model with 100% source traceability — a single customer and sales view the business trusts, and the first foundation clean enough to build models on.
Healthcare
Healthcare Provider
Before
No lineage or compliance documentation across 200+ production tables — every audit meant weeks of manual evidence-gathering and real regulatory exposure.
Outcome
To full lineage coverage
Business result
Automated column-level lineage across 200+ tables. Audits now pass on self-documenting evidence, and the compliance risk is off the table.