data management

Patient Tokenization in Specialty Pharma: What It Links, What It Cannot, and What to Check

How patient tokens link hub, specialty pharmacy and claims data without sharing identities, where matches fail, and what leaders should check.

Master Data Management in Pharma: Why It Matters More Than Ever

Master Data Management in Pharma: Why It Matters More Than Ever The pharmaceutical industry is undergoing a structural shift. Digital therapeutics, omnichannel engagement, real world evidence,...

Types of Master Data Management (MDM): Within Source vs Across Source

Types of Master Data Management (MDM): Within Source vs Across Source As organizations mature in their data journey, Master Data Management (MDM) becomes essential for maintaining consistency...

Survivorship in MDM: Creating the Golden Record

Survivorship in MDM: Creating the Golden Record Most organizations think Master Data Management is about matching and de duplication. In reality, survivorship is where MDM delivers business value....

Common Data Quality Challenges in Pharma MDM (and How to Fix Them)

Common Data Quality Challenges in Pharma MDM (and How to Fix Them) In pharmaceutical organizations, Master Data Management (MDM) sits at the center of analytics, commercial operations, regulatory...