{"slug": "the-data-governance-deja-vu-why-agentic-ai-is-forcing-us-to-rebuild-the-data", "title": "The Data Governance Deja Vu: Why Agentic AI Is Forcing Us To Rebuild The Data Foundations", "summary": "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.", "body_md": "# The Data Governance Deja Vu: Why Agentic AI Is Forcing Us To Rebuild The Data Foundations\n\nBy Barney Krishnan, Forbes Councils MemberSource:\n\n[Forbes Innovation](https://www.forbes.com/innovation/)The rapid evolution of\n\n[Agentic AI](/glossary/agentic-ai)has 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\n\nDaily digest of what matters in AI.", "url": "https://wpnews.pro/news/the-data-governance-deja-vu-why-agentic-ai-is-forcing-us-to-rebuild-the-data", "canonical_source": "https://www.machinebrief.com/news/the-data-governance-deja-vu-why-agentic-ai-is-forcing-us-to-x5nc", "published_at": "2026-08-21 12:00:00+00:00", "updated_at": "2026-08-21 13:15:34.659112+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-agents", "ai-infrastructure"], "entities": ["Barney Krishnan", "Forbes Councils", "Forbes Innovation"], "alternates": {"html": "https://wpnews.pro/news/the-data-governance-deja-vu-why-agentic-ai-is-forcing-us-to-rebuild-the-data", "markdown": "https://wpnews.pro/news/the-data-governance-deja-vu-why-agentic-ai-is-forcing-us-to-rebuild-the-data.md", "text": "https://wpnews.pro/news/the-data-governance-deja-vu-why-agentic-ai-is-forcing-us-to-rebuild-the-data.txt", "jsonld": "https://wpnews.pro/news/the-data-governance-deja-vu-why-agentic-ai-is-forcing-us-to-rebuild-the-data.jsonld"}}