# Measure AI Adoption By Outcomes, Not Usage

> Source: <https://www.machinebrief.com/news/measure-ai-adoption-by-outcomes-not-usage-hg3v>
> Published: 2026-08-21 12:15:00+00:00

# Measure AI Adoption By Outcomes, Not Usage

By Victor Riparbelli, Forbes Councils MemberSource:

[Forbes Innovation](https://www.forbes.com/innovation/)The real advantage for businesses is building measurement systems that tie AI to business outcomes, without incentivizing people to game the system.

Get AI news in your inbox

Daily digest of what matters in AI.