Working briefs on what I'm seeing across engagements. Written to be useful rather than complete.
How a small organisation gets its AI work to compound when everyone already uses a different tool. Covers the architecture in plain terms, the one condition on tool choice, the six habits that make it run, who has to own it, and the five failure modes.
A decision matrix for choosing the right AI model for the task, with an interactive helper, seven usage habits, and a ready-to-paste organization instructions block for admins. Built for teams whose best users keep hitting their limits by Wednesday.
Pieces on responsible AI checks for small teams, and on what actually changes when a foundation starts advising its portfolio on AI.