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.