What we've learned building these systems
Field notes from the lab — no thought leadership, just what actually holds up in production.
Why your pilot plateaued
Automation is a cost you cut once. The loop is the part everyone skips — and the only part that appreciates.
The five levels of data readiness
What each level actually unlocks, and the one you can't build a learning system below.
Toolitis, itemized
What fourteen overlapping AI subscriptions cost a 200-person company — in dollars, and in decisions.
Scoring where to start, defensibly
The five factors we rank opportunities on — and how to defend the order to a board that wants the shiny one first.
The system nobody opens
Deployment is not adoption. What we changed after watching a good build sit unused for six weeks.
Build, buy, or rent 70% of a fit
A plain decision rule for when SaaS is still the right answer — and when owning the workflow wins.
Get the next one first.
Field notes from the lab on building AI systems that hold up in production — sent when we publish. No noise.
Build the intelligence your company compounds on
Tell us what you’re trying to build. A person replies, usually within a business day.