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The Data Governance Deja Vu: Why Agentic AI Is Forcing Us To Rebuild The Data Foundations

Forbes Councils member Barney Krishnan argues that the rise of agentic AI is forcing organizations to rebuild their data foundations, as these tools can extract logic and profile data with unprecedented speed but the ultimate destination remains unchanged. Krishnan highlights a sense of deja vu in data governance, emphasizing that while the technology has evolved, the core challenges of data management persist.

read1 min views1 publishedAug 21, 2026
The Data Governance Deja Vu: Why Agentic AI Is Forcing Us To Rebuild The Data Foundations
Image: Machinebrief (auto-discovered)

By Barney Krishnan, Forbes Councils MemberSource:

Forbes InnovationThe rapid evolution of Agentic AIhas handed us tools that can extract logic and profile data with unprecedented speed. But the ultimate destination remains unchanged.Get AI news in your inbox

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