The Next Measure of AI Momentum Is Work Transformed
Microsoft, Thursday, July 30th, 2026
Microsoft argues AI progress should now be measured by work redesigned rather than seats deployed.
Microsoft argues that the meaningful measure of AI progress has moved past deployment counts and usage metrics to how much work has actually been redesigned.
Seats licensed and prompts sent say little about whether a process changed. The post covers what organizations that have transformed work did differently and how to measure it.
It addresses the gap between high adoption figures and flat productivity outcomes. The framing is aimed at leaders reporting on AI programs to boards.