The Reporting Retainer Repricing: Why BI Ownership Beats Dashboard Delivery

Business intelligence platforms stopped being a delivery cost the moment clients began asking how their numbers would appear inside AI-generated answers. Agencies that own the data model, the metric definitions, and the review cadence can hold retainer pricing; agencies that only resell dashboard access are competing with a client's own warehouse and a natural-language query box. The margin lives in the semantic layer, not the chart.