Is It Possible to Automate the Network?

People are an incredibly large cost if you're a service provider. Getting them to do repetitive, boring tasks doesn't satisfy their curiosity and equally, as I said, they make mistakes. So what companies tend to do is put them on to creating new services or redesigning the network. And offload all of those boring, repetitive tasks to automation as much as possible. We can use AI to say, okay, if we've seen this profile of things happening in the network then maybe a failure is going to occur. That really is what about what AI, the AI application of AI in the, in the network is all about: looking for patterns that result in, in bad outcomes.