Draft essays

Thinking in longer form

These pieces are substantial working drafts. They are shared as ideas in development, not presented as a publication history.

Commercial AI is a management discipline

The useful question is not where AI can be added. It is where a business can make a better decision, move work faster, or create new value.

Software amplifies the operating system already in place. Before choosing a platform, make the work, ownership, and exceptions legible.

A larger team is not a scaled version of a small one. Leadership has to redesign context, interfaces, and decision rights as the organisation grows.

Organisations compound when decisions retain their context. Continuity turns past work into a usable asset instead of an archive nobody trusts.

Reading list in development