The Economics of Agent Optimization: From Pilots to Measurable Returns
Microsoft, Wednesday, August 12th, 2026
Microsoft argues AI cost management is what moves organisations from agent pilots to measurable returns.
Microsoft published a piece on the economics of agent optimisation, addressing how organisations move from AI pilots to measurable returns.
The argument is that AI cost management delivers that transition through greater visibility, governance and optimisation.
The post covers how to establish visibility into agent spend and attribute it to outcomes. It sets out governance practices that keep costs predictable as deployments scale. The piece appears on the Azure blog and targets enterprises struggling to demonstrate ROI from agent projects.