How I use AI

AI is my thought partner. The judgment is mine.

I use AI to challenge ideas, explore alternatives, research, draft, build, and document the work.

InterimCMO reflects my experience and point of view. I set the questions, check important claims, make the editorial choices, and take responsibility for what I publish. AI assistance does not turn a suggestion into evidence or a vendor claim into a finding.

Documenting the work

During working sessions, I may use an AI assistant to help navigate tools, record steps and corrections, and organize notes into useful content. I review that record before publishing it.

Timed observations, estimates, and recollections will be distinguished. Elapsed session time is not the same as active working time, and steps the assistant did not observe will not be presented as verified.

What readers can expect

I name the tools and settings when readers need them to understand or repeat a test.

Private notes, credentials, and other people’s information are not material to publish by default. Documentation is reviewed for accuracy, relevance, and confidentiality.