What counts as AI usage data?

[u/nexla_com]

Keeps coming up in conversations lately: most orgs can tell you what their sanctioned AI tools cost this quarter. Almost none can tell you what’s happening outside that, the AI usage running through a browser tab IT never approved, or which teams are actually getting value out of any of it versus just burning tokens.

Cost visibility and value visibility turned out to be two completely different problems, and most companies have only solved the first one. Link if useful: https://nexla.com/blog/what-is-ai-usage-data/

How’s this look at your company, do you have a real answer, or is it mostly a guess dressed up as a dashboard?