internal AI – From JPMorgan to Meta and KPMG, companies are building dashboards to measure how employees use AI—sometimes at a highly granular level. But the effort is colliding with employee workarounds like “tokenmaxxing,” internal leaderboard games, and growing calls for
For many companies, AI at work has stopped being a novelty. It’s becoming part of the job description—measured, tracked, and compared.
Executives who have poured billions into AI software and agents are now asking a tougher question than “Are we using AI?” The next question is sharper: “Are employees actually integrating it into daily work—and who isn’t?”
That shift has driven a fast spread of internal dashboards and monitoring tools across corporate America. including at JPMorgan. Meta. and KPMG. Some of those dashboards are even made visible inside organizations, showing workers how much their colleagues are using AI. For employers, the appeal is straightforward. Rising AI costs have made proof feel necessary—evidence that the investment is paying off and that teams aren’t falling behind.
AI dashboards workplace monitoring Meta internal memo April JPMorgan AI tracking KPMG AI program cash prizes tokenmaxxing Amazon employee leaderboard shut down late May workplace surveillance
So they’re tracking how many AI tokens I use now? Cool cool.
This is exactly why I don’t trust corporate “AI initiatives.” Next they’ll be grading people like it’s school and calling it productivity.
Wait I thought “tokenmaxxing” was like a gaming thing? But if they’re making internal leaderboards, people are gonna cheat or only use AI for the score, not the actual work… right?
I saw something about Amazon doing leaderboards and getting people mad, and now JPMorgan/Meta/KPMG too? Sounds like companies are trying to make employees justify their AI bill instead of just using it. If my employer can see how much I’m using AI, that’s basically surveillance, not “measurement.”