One of the most immediately useful things about AI today is how quickly it can produce competent work. It can draft an email, propose policy language, summarize a meeting, organize a project brief, frame an analysis, or suggest a workflow. In a matter of minutes, it can generate something clear,

AI is part of my writing process for every article on this site. The ideas, experiences, opinions, and conclusions are my own. They come from years spent leading operations, technology, and AI implementation within human-centered organizations. My role in the process is to synthesize those experiences into observations, ideas,