I've experienced that first hand. I was told it would take 3 weeks to setup and provision a VM that had IIS installed. This was a Microsoft shop, so one would assume the massive VMWare cluster they ran had dozens of instances like that.

The guys in IT couldn't understand why the devs and the rest of the business were rapidly moving to Azure...