The ownership test
Seven questions that expose whether a new system creates leverage—or another dependency.
INSIGHTS · FROM THE FORGE
Clear thinking for
systems that do work.
Field notes on useful AI, owned infrastructure, and digital experiences built for operators.
Where AI earns its place
Use AI where the work is repetitive, observable, and reversible. Keep judgment where it belongs.
A website should do work
The best business sites do more than explain. They answer, qualify, route, and make the next move clear.
FROM THEORY TO SYSTEM
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