Most organisations that struggle with AI are not short of tools or enthusiasm. They tend to get stuck in one of three ways. Some move fast without governance, and the first data incident shuts everything down. Some govern so carefully that nothing ever reaches the people who would use it. And some build solid solutions on processes that were never worth automating, so the costs grow while the returns stay out of sight.

In this session we walk through each pattern using an anonymised case from real projects: what it looked like from the inside, the early signs that were missed, and what turned it around. A short live poll lets you place your own organisation, and the discussion follows where the room is.

You leave with the AMPLIFY IT AI Adoption Diagnostic, a one-page self-assessment you can use with your team straight away.