The problem
Clean data is a compliance control, not a nice-to-have
Patient, provider and materials master data feeds everything from billing to clinical reporting. When it's inconsistent across systems, the cost isn't just rework — it's a compliance gap.
Test systems are usually the weakest link. Copying production data for a system upgrade or interoperability project can move protected health information somewhere it was never meant to go.