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Schemas Drift

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IEEE Computer Society: Weak Data Infrastructure, Not Models, Sinks AI Agent Pilots

An IEEE Computer Society analysis argues that most enterprise AI agent pilots collapse because of problems in the underlying data layer rather than the AI models themselves. Cited culprits include shifting schemas, identity scattered across disconnected SaaS systems, unindexed unstructured content, and access policies that fail to reach the runtime environment.