Insights

Content that helps you decide.

Practical thinking on AI adoption, governance, coding agents, and building engineering teams that work effectively with AI.

AI adoption checklist before rollout

Twelve questions every CTO should answer before deploying AI tools to engineering teams. Covers tooling, risk, and evidence.

A practical framework for evaluating AI coding assistants against your data handling, audit, and enterprise requirements.

The shift from personal ChatGPT to a company-wide AI subscription is not just pricing — it's governance, IP, and team trust.