Bad data is often treated like a reporting problem. In field operations, it is usually much bigger than that.

There is always a lot of talk - and some fear - about AI replacing people. That has not been my experience.

This week I’ve been working on an AI system that is less “single chatbot” and more “small distributed operations team.”