Measured outcomes
Regulatory close: 8 days → 2 days
Lineage coverage: 91% (was 14%)
Data-quality scorecard: 47 → 84
$22M annualized infra savings
19 data warehouses + lakes built over 15 years. Reconciliation between sources took 8 days for monthly regulatory reports. Lineage was manual. The CDO’s data-quality scorecard was 47/100.
Modernization onto Azure Synapse + Data Cloud. Strict source-system contracts. Automated lineage discovery at ingestion. Master data discipline at the new platform. Legacy warehouses migrated wave-by-wave (12 retired in year 1).
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