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Report: Most enterprises still piloting AI, lack 'context layer' for agents

A new survey finds 38% of companies are still piloting AI use cases and 35% use it mainly to assist employee work, while only 12% have AI agents in production and 3% use AI to drive most of a key process. Atlan co-founder Prukalpa Sankar says the gap stems from a missing 'context layer'—infrastructure that translates business systems and data into governed, machine-usable context for AI tools.