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Stage 2 – Experimentation Feels Like Progress. It Usually Isn’t.

Stage 2 - experimentation feels like progress but it is not

In the previous piece AI Doesn’t Have a Productivity Problem. It Has a Maturity Problem, I outlined the AI Integration Maturity Model and the stages businesses and organisations tend to move through as they integrate AI into live workflows. Many teams recognise themselves somewhere along that progression. Fewer are comfortable identifying where they may have … Read more

AI Doesn’t Have a Productivity Problem. It Has a Maturity Problem.

The AI Maturity Model

There’s a growing conversation about whether AI is helping or hurting productivity and the tone shifts depending on who’s speaking. In some rooms the numbers look encouraging. In others, the experience feels less clear. I’ve sat in both. From inside a live operating environment, this doesn’t look like a crisis. It looks like a transition … Read more