Revenue Dashboard
Your revenue, one screen, no surprises at close.
What changes when you build this
The gaps you're living with today,
and what this tool fixes.
Problems
- Revenue figures live in 3+ systems — ERP, billing platform, spreadsheets — and they never agree until someone manually reconciles
- Monthly close reviews start with 20+ minutes of validating which numbers are final before any real analysis happens
- MRR and ARR calculations differ between teams because each one built their own formula in a different tool
- Revenue variance shows up after month-end close, when it is too late to course-correct
- Executives ask for a revenue update and get a different answer depending on who they ask
Solutions
- One dashboard pulls from all revenue sources and applies consistent recognition rules, so the number matches everywhere
- Close reviews start with trusted, pre-validated figures — no more "which version is correct?" conversations
- MRR, ARR, and net revenue retention calculated once, from the same source, visible to everyone
- Variance alerts fire during the month when a revenue stream drifts past threshold, not after the books close
- Any stakeholder — finance lead, VP, or CEO — sees the same live number scoped to their access level
What the data model looks like
Refine generates this table structure from your
prompt. Edit columns, types, and relationships after.
100%
Mistakes to avoid
These are the failure patterns teams hit most often
when building this.
Mismatched recognition rulesFix: Define recognition logic once in the data model and apply it at ingest — never let two systems calculate independently.
Mismatched recognition rules
Fix:Define recognition logic once in the data model and apply it at ingest — never let two systems calculate independently.
Stale billing dataFix: Schedule syncs from your billing API at least daily and surface a 'last synced' timestamp on the dashboard.
Stale billing data
Fix:Schedule syncs from your billing API at least daily and surface a 'last synced' timestamp on the dashboard.
Vanity ARR numbersFix: Exclude churned and paused accounts automatically based on subscription status, not manual overrides.
Vanity ARR numbers
Fix:Exclude churned and paused accounts automatically based on subscription status, not manual overrides.
Variance alerts too lateFix: Set threshold alerts at the revenue stream level that fire when variance exceeds 5% mid-period.
Variance alerts too late
Fix:Set threshold alerts at the revenue stream level that fire when variance exceeds 5% mid-period.
Executive sees raw dataFix: Build a summary view with KPI cards for leadership and a detail view for finance — don't make the CEO scroll a table.
Executive sees raw data
Fix:Build a summary view with KPI cards for leadership and a detail view for finance — don't make the CEO scroll a table.