The problem
Legacy systems don't consolidate themselves
Public agencies carry vendor, grant and citizen data across legacy systems never designed to talk to each other, let alone to SAP. Consolidations are where the data quality gaps surface.
Citizen data also needs to stay out of unmasked test systems. Building or upgrading a citizen-facing platform means test data that behaves like production, without being production.