We matched 246 CRM deals to actual monthly revenue and found that the typical deal delivers about two-thirds of what sales estimated. Here’s what the data shows about onboarding speed, MRR accuracy, retention, and the gap between pipeline promises and reality.
A $165 Error Checker discrepancy. Two unmapped accounts. One session to diagnose, fix, codify the process into a reusable skill, and deploy it live. Here’s exactly how it happened.
We don’t need a better spreadsheet. We need to stop needing one.
What happens when a forecast writes itself and an analyst just has to agree — or not.
We’re applying for NSF SBIR funding. Here’s the pitch - in public, because the process is worth documenting.
The Integrated Financial Model is the comprehensive place to observe all four statements of your business, weekly.
Part one described the data tree and the view tree. Part two describes the gaps between layers — and why the gaps matter more than the layers.
Most companies don’t have a data problem. They have an organization problem. Here’s the model we use to fix it.
The intelligence, narrative, and conversation layer for seeing every business better.
Most founders start their financial model with revenue. That’s backwards. A Startup Business Engineering Work Session starts with the engine.
For a free consultation with John, the re-creator of Phaedrus