Design for the daily user

Plenty of analytics rollouts stall not because the data is wrong, but because the experience is built for analysts instead of the people who need it. If a unit manager has to remember five filters to see their own numbers, they won’t.

Start from the recurring question each role actually asks, and design the default view to answer it instantly. Adoption rises when the first screen someone sees already tells them what they came to learn.