Answer the business faster than the request queue grows

The steps, in order

1. 1

   Write the metric definitions down

   Every self-serve project that skipped this step has failed on disagreement, not tooling.
2. 2

   Do the one-off analysis fast

   Upload, ask, but always read the code it ran before trusting the chart.

   Use Julius AITask guide: Analyse a spreadsheet without writing code
3. 3

   Promote what gets asked twice

   Move recurring questions into a notebook or model that others can run.

   Use Hex
4. 4

   Expose one certified dataset

   Natural-language search over a governed model, not over every table.

   Use ThoughtSpotTask guide: Give the team self-serve dashboards
5. 5

   Push changes to people

   Alerts and explanations beat dashboards nobody opens.

   Use Tableau Pulse
6. 6

   Retire aggressively

   Duplicate dashboards and stale definitions are how trust in data dies.