Insights category

Guides

Implementation how-tos and adoption playbooks for New Zealand teams.

2 postsUpdated regularly

Claude managed agents are workers you assign tasks to, not chatbots. How I decide whether your NZ small business needs one, and onboard it safely.

Most small NZ AI projects don't fail on the tech. They fail because a person still copies work between tools. One rule catches it.