Self-service analytics your data team can stand behind

A small data team carries the whole company's reporting, so every business question becomes a ticket the team can't clear fast enough, while the warehouse bill climbs for numbers that still don't agree from one team to the next. The dashboards you inherited were supposed to fix that, and for the business they never did. The way out is to let the people closest to the work explore live data themselves, governed against one set of definitions so the answers finally line up, with AI held to that same standard instead of bolted on after.