About the publication

Research that survives the meeting after the demo.

AI Adoption Trends publishes adoption research, field papers, training studies, operator analysis, and direct tool comparisons for the people responsible for making AI work.

Editorial method

Evidence, scope, and a decision

Every piece should make its evidence and limits visible. Public statistics are dated and linked. Tool pricing is treated as a list price, not a total cost. A lab run is described as a lab run, not a survey. A completion study is not called an accredited certification.

Articles move through an editorial pipeline that checks readability, insight depth, story quality, practical value, temporal relevance, and voice. The publish threshold is 8.0. Strong existing work is kept; revision is tied to a specific weakness rather than a blanket rewrite.

Affiliate relationships are labeled and do not determine editorial verdicts. Sponsored placement can sit beside a verdict; it cannot buy the verdict.

Masthead

Editorial voices

These names are pen-name bylines used to distinguish editorial beats and writing voices. They are not staff biographies or claims about separate real-world identities.

Pen-name byline