It's fairly "easy" and relatively safe to let an AI loose on your Java code base and use it to add new features or find bugs. Very few people would let a similar AI roam around production servers and databases.

If you collect enough logs, exceptions/crash dumps, network traffic and so on, you could feed that to the AI and have it tell you why a service crashed. The majority of my job as an operations person is to figure out why something crashed with only a subset of that information and being able to read the code and reason about why current circumstances resulted in the crash or data corruption. Sometimes the job is even to implement the stuff the developers didn't, while not actually touching the code and relying on what the operating system, database, web server or network tells you.

If developers where better, or had more time, more resource then yes, an AI could do the job faster and better. In current environment, operations is pretty safe.