I've been through the hellscape where managers used missed metrics as evidence for why we didn't need increased headcount on an internal IT helpdesk.

That sort of fuckery is common when management gets the idea in their head that they can save money on people somehow without sacrificing output/quality.

I'm pretty certain they were trying to find an excuse to outsource us, as this was long before the LLM bubble we're in now.