Practical judgment for work that repeats.
These notes focus on the choices that make a workflow pilot useful: where to start, when to review, and how to measure what changed.
Choose one workflow before choosing a tool
A narrow operating problem is easier to assess, control, and measure than a broad automation ambition.
Design human approval before action
Approval is an operating decision, not a decorative safety feature.
Measure coordination drag without inventing a result
A pilot earns trust by comparing agreed evidence, not by promising a percentage before work begins.
Why operational involvement comes before scale
A workflow can only be productised responsibly after someone has understood how it actually runs.
What counts as a useful pilot result
A useful pilot is controlled enough to learn from and concrete enough to decide on.