About MRRWorks
Revenue insight built from operating experience
MRRWorks helps SaaS startups turn fragmented customer and revenue data into reliable metrics for reporting, fundraising, and strategic decisions.
Experience
Experience behind the work
The work behind MRRWorks comes from operating experience across three startup exits, where reliable customer segmentation, NRR visibility, revenue metrics, and a clear financial narrative were important parts of how the businesses were managed and presented.
That work included connecting customer, billing, product, and financial data; identifying the metrics that actually explained performance; and turning fragmented history into analysis that operators, investors, and advisors could use. It also meant making the limits of the data visible rather than allowing unsupported assumptions to carry into important decisions.
Across those situations, the work was practical: reconcile changes that happened in real systems, make definitions explicit, and give decision-makers a way to understand the history without starting again from raw exports.
- Customer and revenue segmentation
- NRR, retention, expansion, and concentration analysis
- Board, investor, and transaction reporting
- Historical revenue reconstruction across changing systems
- Translating operating data into a clear financial narrative
Why MRRWorks exists
Why MRRWorks exists
SaaS startups often need this level of revenue visibility before they have the time, systems, or internal team to build it properly. The need can become especially immediate during fundraising, finance reporting, or a billing-system transition.
MRRWorks provides a focused way to reconcile the underlying data, preserve the relevant history, and create a reusable customer-level revenue foundation. The result is a clearer starting point for the questions a startup needs to answer next.
Rather than asking a startup to replace its systems or stand up a large internal data function, the work starts with the records already available and the decision the team needs to support.
Scope
A focused role
MRRWorks focuses on the customer and revenue data layer. It is not an accounting firm, audit firm, fractional CFO, or general software-development agency.
The goal is to produce reconciled, documented, and reusable data that founders, finance teams, fractional CFOs, bankers, and investors can rely on for analysis. This keeps the work centered on a defined revenue-data problem. For more detail on the working approach, see how MRRWorks works.
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Have a fragmented revenue-data problem?
Describe the systems involved, what has changed over time, and what you need the data to support.