Satya Nadella’s admission that he has become a “token-maxer” is a small comment with a bigger signal: AI usage is moving from occasional prompting to continuous work support. In that world, token consumption becomes a proxy for both productivity experiments and cloud spending.
For Microsoft, the framing also fits its broader Copilot strategy. The company wants AI to sit inside daily workflows, but enterprises will still need to understand whether higher token use translates into measurable value rather than simply higher bills.