The Framework

The thinking behind the toolkit

Nine articles exploring the 5 Levels of AI Maturity — from the psychology of adoption to agent architecture and governance.

Start here

The foundational framework. Five levels from ad-hoc experimentation to AI-native enterprise — and the barriers at each stage.

All articles

The tension between helping people move fast and making sure they actually learn something along the way.

There's a dangerous myth driving AI adoption: "Buy the tool, and magic happens." Spoiler alert: it doesn't.

In 2023, it was acceptable to say "I asked ChatGPT." But we are in 2026 now.

Moving the AI conversation from "saving time" and "reducing costs" to manufacturing entirely new production capacity.

How do you control what you can't fully predict, when the act of control stifles the agility AI promises?

Why the jump from Level 2 to Level 3 is the most critical hurdle — and the concrete steps to bridge it.

Business decisions increasingly hinge on earning the trust of the developer community. Dev marketing is a strategic imperative.

The spectrum of how we engage with AI-generated content — from blind faith to strategic partnership. Where do you sit?

New articles are published on LinkedIn. Follow to get notified.