Blog
Thinking out loud.
Why Expertise Is the Bottleneck, Not Automation
Most automation projects fail not because the tools are wrong, but because the expertise needed to run them never gets encoded. Here's why that's the real problem to solve.
May 12, 2026
How We Built a Qualification Engine from a Sales Playbook
A walkthrough of how we turned one team's unwritten deal qualification logic into software that runs without them in the room.
May 5, 2026
What 'Orchestrated Steps' Actually Means in Practice
The phrase sounds abstract. Here's what it looks like when you're actually building software out of expert judgment, one step at a time.
April 28, 2026
Why We Started with Commercial Teams
We could have built for any function. Here's why sales, CS, and revenue operations were the right place to start.
April 14, 2026
From Expert Judgment to Repeatable Software
The path from 'our best people know how to do this' to 'software that does it the same way every time' is shorter than most teams think — but it starts in an unexpected place.
April 7, 2026
The First Category We Built for Ourselves
Before we could sell software that encodes expertise, we had to prove we could build it. Here's what we built first, and what it taught us.
March 24, 2026