Keynote | Building Trust in Agentic AI through Data-centric Validation episode artwork

EPISODE · Nov 20, 2025 · 29 MIN

Keynote | Building Trust in Agentic AI through Data-centric Validation

from Trusted Data Summit 2025 · host Datagaps

The highly anticipated keynote from Trusted Data Summit 2025 is here!Dinesh Chandrasekhar, Chief Analyst at Stratola LLC (USA), delivers a no-nonsense, actionable talk on why trust remains the #1 blocker for enterprise Agentic AI adoption in 2025 – and exactly how to fix it with data-centric validation and observability.Despite all the hype declaring “2025 = Year of Agents”, real adoption sits at only ~15%. The reason? A massive trust crisis caused by invisible data access, unverifiable logic, and zero accountability when agents go wrong.Key insights you’ll get:🔹 Why hallucinations are NOT the real problem – data observability gaps are🔹 The 4-stage Agent Data Lifecycle where trust breaks today🔹 The Observable Agent Stack: a practical 4-layer architecture you can implement now🔹 How to extend your existing ETL validation, data quality, and reconciliation tools to govern agents🔹 Real-time validation gates, feedback loops, behavioral drift monitoring, and DevOps for agents🔹 Why “If you can’t observe how your agents handle data, you can’t trust what they tell your business”This is the roadmap enterprises need to move Agentic AI from demo to production with confidence.🔔 Subscribe and hit the bell – full Trusted Data Summit 2025 playlist dropping daily!Want to see the exact tools that make this possible? Request a free demo Contact: [email protected] Out Full Videos - Trusted Data Summit 2025#AgenticAI #DataTrust #AIAgents #DataObservability #GenAI #LLMTesting #DataValidation #EnterpriseAI #AIin2025 #DataGovernance #ObservableAgents #Stratola #TrustedDataSummit #TrustedDataSummit2025

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Keynote | Building Trust in Agentic AI through Data-centric Validation

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This episode is 29 minutes long.

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This episode was published on November 20, 2025.

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The highly anticipated keynote from Trusted Data Summit 2025 is here!Dinesh Chandrasekhar, Chief Analyst at Stratola LLC (USA), delivers a no-nonsense, actionable talk on why trust remains the #1 blocker for enterprise Agentic AI adoption in 2025 –...

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