As ever, the organisational and human element is where technology fails.

In AI, it is crucial that there is clarity on what you are trying to achieve as well as the types of AI you are deploying and why.

If you want machine learning make sure you understand the difference between symbolic, statistical and deep learning otherwise you could squander a lot of money and get in serious trouble. And if you don't understand why you need Transparent AI rather than Opaque AI in a regulated industry, then you are just not ready to start the journey.

AI is not straightforward if you don't have a trusted partner to advise you.