Rebuilding RevOps Reporting Dashboard for a Fast-Growing SaaS Company

By moving revenue logic out of fragile spreadsheet-driven pipelines into a governed data layer, we built a RevOps reporting dashboard that cut reporting turnaround from days to hours and gave leadership numbers they could finally trust.

1,000+

Company size

SaaS

Industry

Snowflake, dbt, Tableau

Technology

$45.000+

Saved

Challenge

Revenue reporting was spread across CSV exports, manual spreadsheet joins, and dashboard logic baked directly into the BI layer.

Every new board or investor report meant someone manually reconciling MRR and churn numbers across systems, and nobody could say with confidence why two reports sometimes told different stories.

Solution

Consolidated CRM, billing, and finance data into a single governed data layer, replacing manual exports.

Rebuilt core revenue metrics — MRR, churn, expansion — as documented, version-controlled logic instead of one-off spreadsheet formulas.

Delivered a single RevOps reporting dashboard that gave the whole team one trusted number, end to end.

Results

Reporting turnaround dropped from days to hours, board and investor decks stopped requiring manual reconciliation, and RevOps could finally trace any revenue metric back to its source in minutes.

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