HANDS-ON WALKTHROUGH / ABOUT 3 MINUTES
Make the dashboard earn its place.
Try the same transformation you saw in the story. Every action uses prepared sample data.
Growth and retention tell different stories.
August MRR is up 4%, while net revenue retention is 94%. New business explains how those facts can coexist. Inspect the metric definition and reporting period before drawing a conclusion about why customers left.
$104k revenue.
94% retention.
New business can grow total revenue while the existing customer base contracts.
- Starting recurring revenue
- $100,000
- Expansion
- +$8,000
- Contraction
- −$4,000
- Churn
- −$10,000
- Retained + expansion
- $94,000
- New business
- +$10,000
- Ending recurring revenue
- $104,000
Where this fits in your workspace
The live builder uses your configured semantic catalog, access rules, and AI provider. This walkthrough illustrates the updated builder’s redesign workflow. You review and apply proposals; the sample controls do not call AI or change a real dashboard.
For source preparation and staged-version review, open Ingest. For the reasoning behind the design, read the field guide.