Writing on
AI and efficiency,
from inside the work.
Practical field notes on where AI creates operational leverage, how to integrate it into the systems a business already runs, and how to do it without losing control.
The AI efficiency gap: 7 workflows your competitors are automating while you still pay people to do them.
AI advantage is no longer about having a strategy. It is about removing slow, repetitive work from daily operations—before the companies around you do.
Inside this field note
Why the efficiency gap compounds
Seven workflows worth examining
Five warning signs inside your operation
How to choose the first move
No content calendar.
Only useful arguments.
We publish when there is something specific to say about the work—not to keep a feed busy. These are the questions we are examining next.
Why off-the-shelf AI tools never stick
The difference between a tool you bought and a system built into how you work—and why the second one is the one that lasts.
Why your AI strategy will never get built
The structural reasons AI mandates fail between the boardroom and deployment—and what the organisational fix looks like.
Staying compliant while you automate
How to build efficiency without breaking the rules: audit trails, explainability, and designing compliance in from the start.
How large is your
AI efficiency gap?
Answer 12 practical questions and get an instant score, a five-dimension breakdown, and three opportunities based on how your operation works today.