Insights

How we think about running a service business on a system.

Notes on the founder's ceiling, deterministic AI, process maturity, and the compounding intelligence that lets an operation scale without its people burning out.

How we work

May 21, 2026 · 5 min read

Two weeks to go live. Six months to run itself: the workshop model

We don't sell a year-long rollout. Go-live happens in weeks, not months. What happens after go-live — the part most vendors don't talk about — is where the real advantage compounds.

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Product

May 7, 2026 · 5 min read

Compounding intelligence: the operation that gets smarter every cycle

Software that stores what happened is a filing cabinet. A system that learns from what happened is a compounding asset. In the AI era, the question isn't whether you use AI — it's whether the intelligence it produces stays yours.

Leadership

April 16, 2026 · 6 min read

From tribal knowledge to enterprise memory: how field operations stop relying on memory

Your most expensive operational mistakes happen because judgment lives in someone's head. Compiling that judgment into active digital workers changes everything.

Architecture

March 25, 2026 · 6 min read

Why we put a deterministic core under the AI

AI that drafts is useful. AI that decides, unsupervised, in a regulated operation is a liability. The line between them is the whole design.

Product

March 4, 2026 · 5 min read

Config, not code: how AI compiles a running process from your documents

The reason enterprise software takes six months isn't the software. It's translating how you work into how the system works. We compile that step.

Leadership

February 11, 2026 · 6 min read

The founder's ceiling: why service businesses stop growing at the owner's attention

Most service businesses don't stall because demand runs out. They stall because the operation can't move without the founder in the loop.

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