Researcher Stage: Data Readiness & Foundation Setup
About This Episode
The Researcher stage marks the transformation from curiosity to systematic investigation. This roundtable addresses foundational data challenges.
Key themes discussed: - Data Completeness Reality: "You will never have complete data, get over it" - developing systems that work with messy data - Duplicate Records: Clear impact on customer relationships and why early resolution is essential - Privacy-Conscious Data Collection: Treating data gathering like preparing for dinner with someone—respectful, ethical - AI-Enhanced Collection: Leveraging AI while maintaining privacy standards and trust
Panelists: Danielle Urban, Jonas De Mets, Klemen Hrovat
Explore the Full Series
Discover all 10 episodes of the Value-First Data Summit and learn how data requirements change across the entire Value Path.