What the heck is an AI governance role that would remotely require these kinds of ratios? PCI compliance is critical in payments and no one would suggest you need "PCI governance" in a single digit ratio to "builders".

The regulations are not meant to be productive, they are meant to reduce negative externalities.

It's like minimizing the cop-to-criminal ratio. Sure it would save money, but would society come out improved ?

Great, a totally vibe-coded website with a slop “analysis” about AI touting a meaningless ratio with zero context

Actual workers should outnumber "governance" bureaucrats by 100:1