Give your team a workflow, not another AI login
Why giving people AI access is not enough, and how one familiar task can become a repeatable way of working.
Writing
Essays and working notes about business systems, practical AI, building, operating, and what the experiments teach me.
Published
A successful run is not proof that a workflow worked
Why green dashboards, completed runs, and clean logs still do not prove that a business workflow produced the intended result.
Where AI-assisted workflows need hard boundaries
A practical way to separate model judgment from the deterministic checks and human decisions that keep a workflow safe.