The Agentic Enterprise | The Agent Tax | Monday, May 25, 2026
The numbers finally arrived. Not projections, not pilots, not analyst estimates with a confidence interval wide enough to drive a data center through. Actual production data from enterprises that have been running agentic AI systems long enough to measure what happens when you replace human decision-making in operational workflows at scale. The picture is more complicated than either the boosters or the skeptics predicted. Productivity gains are real and in many cases significant. So are the failure modes. The companies that are thriving are not the ones who deployed the most agents. They are the ones who figured out what agents are actually bad at before those limitations became expensive. The gap between those two groups is widening fast, and it is now measurable in both revenue and headcount.
