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Pulsedbt Labs Blog·April 21, 2026·Joey Gault

Why metric definitions matter for reliable AI agents

Summary

Reliable AI agents require precise, centralized metric definitions embedded directly in the data transformation layer to prevent conflicting calculations and hallucinated insights. Establishing this structured context through a shared semantic layer provides the schema, lineage, and governance guardrails autonomous systems need to query enterprise data safely.

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