How to Manage AI Investments in the Agentic Era

A new article offers guidance on evaluating AI spending by focusing on useful work per dollar.

This article was drafted with AI assistance from multiple sources and was reviewed and approved by a human editor before publication.

A practical guide published on July 14, 2026, advises organizations on how to navigate AI investments in the age of autonomous agents. The article, titled "How to manage AI investments in the agentic era," recommends measuring the useful work achieved per dollar spent as a key metric for managing these expenditures.

The approach shifts focus from raw compute costs or model size to the actual value delivered by AI systems. By assessing the output relative to cost, businesses can better allocate resources and avoid overspending on underperforming tools. The article emphasizes that this metric helps align AI spending with tangible business outcomes, making it easier to justify investments and identify inefficiencies.

As AI agents become more prevalent, the ability to quantify their contribution becomes crucial. The guide suggests that tracking useful work per dollar provides a clear, comparable measure across different AI solutions, enabling more informed decision-making. This framework is designed to help companies maintain control over their AI budgets while maximizing the return on their technology investments.