Programme
5 stages · 20 modules · 97 sections · ~21 hours
The conceptual foundation a working professional needs before beginning applied work with AI tools — what AI is, where it came from, where it shows up in professional work, and how to use it productively.
The structured collaboration disciplines that turn foundational understanding into defensible professional practice — division of cognitive labour, evaluation protocols, reasoning control, and decision ownership.
What determines whether an AI tool actually works for professional practice — the economics of AI cost and quality, why outputs are unreliable and what practitioners can do about it, and how to choose the right tool for the task.
Building the personal infrastructure that makes AI useful in your daily professional work — your knowledge base, the AI model landscape, integrations with your tools, and complete role-based walkthroughs.
What AI does to the shape of professional work, the human capabilities that compound, how to stay current without being overwhelmed, professional responsibility, and the next horizon.