Self-service analytics promised freedom from endless data requests, but in practice, most projects stall in unused dashboards and unclear KPIs. This article breaks down the critical elements that make analytics deliver real business impact. From defining business questions to embedding industry context, building governance, tailoring outputs, and ensuring adoption, we outline a proven, start-to-finish approach used by leading analytics consulting firms.
