Why FDA-Regulated Manufacturing Organizations Struggle With Data Integrity

Data Integrity failures rarely arise from a single bad decision.  They often emerge from the interaction of people, technology, systems, and organizational culture.  Sustainable improvement requires organizations to understand the data lifecycle, investigate beyond human error, strengthen controls, and design work so reliable data are the natural outcomes.