Practice note
Published
What an AI readiness review actually checks
A working demo does not answer every approval question. Define the decision, the records and the boundaries of the review before calling a program ready.
Read the noteMethods & perspectives
Make the work understandable. Make the claims checkable.
Practical notes on governance, review readiness and measurement. Illustrative examples are labeled and distinguished from client work.
Measurement note
Published
Did AI save time, or move the work into review?
Measure the effort needed to reach an accepted output, not just the speed of a first draft. Keep staff capacity, financial savings and quality separate.
Read the noteOur editorial rule: useful, sourced and reviewed before release. Corrections are made when needed; a publication schedule never justifies invented evidence or testimonials.
Our assessment approach