Most AI training fails for a structural reason.
Your actual problem is that AI tools have arrived in your organisation faster than your training, your policies, and your management practices have adapted.
Your staff are using ChatGPT, Claude, Copilot, and Gemini every day. Your managers are improvising. Your privacy framework was written before any of these tools existed. Your editorial standards do not mention AI. And somewhere in your organisation, a piece of AI-drafted content is about to leave the building with a hallucinated statistic in it.
The first instinct when senior leadership says "we need AI training" is to buy a prompt engineering course. This is the wrong instinct. Prompt engineering is a fifteen-minute skill. What your organisation is struggling with is everything around the prompts — the policy questions, the management questions, the legal questions, the editorial questions.
None of these are answered by a generic course. All of them are answered by training built around your specific policy, your specific tools, and your specific work. That is the gap this guide addresses.