Notes

Thinking out loud about growth and the machine under it

Short essays on the problems I work on. Demand that converts, the foundation under predictable revenue, and the human side most operations people skip.

The handoff is where revenue quietly leaks

Between pre-sales and sales sits the least-watched, most expensive gap in the funnel. Here is what is usually broken in it.

Why so many teams still forecast in Excel

It is rarely about the spreadsheet. It is about the data underneath it, and why nobody trusts it.

A system nobody uses is not a system

The most technically correct CRM is worthless if the team works around it. Adoption is the real metric.

I publish on LinkedIn first. The ideas that earn a second look grow into the notes here.