Before you can use AI well, you need a working mental model of what it actually is — not the marketing version and not the science-fiction version. This module explains how today's AI models really work in plain terms, what they're genuinely good and bad at, why they confidently make things up, and how to spot AI failure before it costs you. Get this foundation right and everything else in the programme makes sense.

The specific AI products change constantly, but the categories and the judgement for choosing between them are durable. This module maps the main types of AI tools you'll encounter at work, teaches you to match the right kind of tool to the task at hand, shows you how to get good results from any assistant, and gives you a way to choose and switch tools as the fast-moving landscape keeps shifting — so your skills don't expire when the products do.

Knowing about AI is worthless until it actually changes how you work. This module is the practical core: identifying which of your real tasks AI can genuinely help with, prompting in a way that reliably gets good results, turning one-off wins into repeatable routines, and honestly measuring the time you save so you know what's working. This is where AI stops being a novelty and becomes leverage.

Using AI at work responsibly isn't optional, and the risks are easy to stumble into without realising. This module covers how AI bias shows up in everyday work and what to do about it, what you should never put into an AI tool, how to verify and take ownership of AI-generated output, and how to understand and work within your organisation's AI policy — so you can use AI confidently without creating a problem for yourself or anyone else.

Getting a team or organisation to actually adopt AI well is a leadership challenge, not a technical one. This final module covers why people resist AI and how to shift that, how to make the case and run a first hands-on session that builds momentum, and how to build a team AI culture that lasts — one of genuine, responsible, sustained use rather than a brief flurry of enthusiasm that fades.