Data Governance

66% of technology projects end in partial or total failure — and after years of directing CRM and ERP implementations, the failure point is almost always the same. Not the build. Not the testing. The data mapping. Here's why reference data is the structural choke point of every enterprise migration, and what an actual fix looks like.

Have you ever wondered why it takes months to produce a new management report or corporate dashboard? These frustrating delays, endless debates over data definitions, and inconsistent metrics often point to a hidden issue: poorly managed reference data.