adoption
3 free lessons tagged adoption across Business. Each one is a short sequence of focused steps with narration and a five-question quiz at the end — take them in any order, no signup required.
Getting Technical Work Adopted
A correct system nobody uses has failed. This lesson covers why adoption fails for reasons unrelated to quality, writing documents senior people actually read, managing expectations set by AI hype, working with domain experts rather than around them, and building the credibility that gets you consulted early.
AI Transformation: What the Data Actually Says
Strip away the hype. This lesson unpacks the real adoption and impact data: McKinsey's State of AI surveys, the MIT 2025 GenAI Divide, and why roughly 95% of enterprise GenAI pilots show no measurable P&L impact — plus where value has actually landed and what the pilot-to-production chasm looks like in practice.
Operating Model, Talent, and Adoption
The model is the least of your problems. This lesson examines how to structure the AI function (centralised, federated, hub-and-spoke), make defensible build-vs-buy decisions, design for actual adoption, and understand why change management — not the model — is the dominant failure mode in enterprise AI programs.

