Blog
Point of view
When Payment Data Can't Support an Honest Retention Ratio
The same three customers give a net revenue retention of 22.5% on cash and 93.3% on recurring revenue. When to withhold the ratio, and how to report it.
Revenue mechanics
What Is an ARR Bridge and Why SaaS CFOs Need One
The top-line ARR number tells you how far you've traveled. The ARR bridge tells you whether the engine is sound.
Point of view
Key questions to ask about recurring revenue analytics platforms
Ten questions that separate a defensible recurring-revenue close from a presentable one.
Revenue mechanics
What Is MRR? The Formula Is Easy. Trusting the Number Is Hard.
The hard part is deciding what belongs in the calculation, applying that definition every month, and explaining exactly how the total changed.
Point of view
Why Defensible Revenue Reporting Requires Human Judgment
Automation gives you an accurate number and quietly takes away your ability to explain how it got that way.
Revenue mechanics
From MRR Bridges to Narrative Drivers: A Revenue Analysis Guide
A balanced bridge tells you expansion happened, not why: the three-step framework that closes the gap, and which step a tool can honestly do.