Data Mesh in the Age of AI
Colleen Tartow, Ph.D.
Data Mesh, with its federated approach and focus on data ownership, is a critical foundation for achieving data maturity and unlocking the full potential of generative AI, especially when dealing with diverse, unstructured data. By addressing key AI challenges like data quality, risk, cost, and value, Data Mesh enables organizations to build sustainable and responsible AI initiatives.
This talk will encourage you to begin exploring how a federated data strategy can be applied within your organization to build a stronger data foundation for your current and future generative AI endeavors.
Colleen Tartow, Ph.D. is Senior Director of Enterprise Data Engineering at Capital One and has 20+ years of experience in data, analytics, engineering, and consulting.
Adept at assisting organizations in deriving value from a data-driven culture, she has successfully led diverse data, engineering, and analytics teams through the development of complex global data management solutions and architecting enterprise data systems.
Her demonstrated excellence in data, engineering, analytics, and diversity leadership makes her a trusted senior advisor among executives. An experienced speaker, prolific author, valued mentor, and startup advisor, Colleen holds degrees in astrophysics and lives in Massachusetts.