When thinking about AI, I start with the problems people and companies need to solve. Where does the same work repeat itself? Where is time lost searching for information? What would help a team make better decisions?
These are the situations where I see ideas for potential use cases. I pay particular attention to internal knowledge, preparing information for decisions and simplifying routine administration.
I enjoy learning to recognise which ideas could be useful and what would need to be tested. What matters to me is the benefit to people, how it fits their work and how the results can be checked.