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When Metrics Drift, Trust Breaks: Why Analytics and AI Need Consistent Semantics

calendar_today July 17, 2026 person administrator domain denodo

When Metrics Drift, Trust Breaks: Why Analytics and AI Need Consistent Semantics Reading Time: 6 minutesFew things undermine trust in data faster than two dashboards showing different answers to the same business question. It usually starts innocently. A sales leader asks for revenue by region.

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