>Some kind of special built inspection system that runs along rails or something seems like a better use case.

Drones are getting popular ,with laser scanners mounted on them, for older platforms.

But what really makes the most sense to me is just locally networked sensors stuck right on the equipment. Not IoT, L(an)oT.