AI tokens are under 5% of total expense at the most companies. The panic about exploding AI bills is aimed at the wrong number. What matters is which team returns the most value per token.
As agents take on more of the work, whoever runs them is spending real money, usually with no limit and no record of who is burning what. One engineer can point the most expensive model at writing unit tests for a weekend, and you hear about it when the bill arrives. The fix is pretty simple: a loss limit, and a number that ties the spend to what it made.
Tokens are capital. Companies still book them as an IT expense.
Until you can say what a team got for its tokens, you're value guessing.