Sessions with thepeople who run it.

Where AI actually lands in infrastructure operations — what it can already run unattended, what still needs a human in the loop, and how operating models change when the queue disappears.

The growth maths for managed service providers: how one engineer moves from babysitting a single client to directing three to five, and what the platform has to do for that to hold.