The blog
Notes on manual work, margin, and automation that runs in production.
The hidden cost
Your margin is trapped in manual work
A third of gross profit goes to coordination. You've stopped seeing it — here's how to measure it, and why it's the most fixable problem in your business.
How we work
The audit-first model: why we quantify before we build
There are two ways to buy automation. One starts with a demo. The other starts with the number. We only work the second way.