I'm not putting any inspection crews out of work.

Humans put the tool in the pipe and analyse the data. This isn't newfangled shiny tech, it's old stuff designed and maintained from a decade ago.

There's no fancy AI, no magical automated robots. Just humans using EM tools to scan pipes.