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How to manage AI investments in the agentic era

14 July 2026·1 min read
Read original on OpenAI

Source: OpenAI

What was announced

OpenAI has released a new framework for managing AI investments, focusing on measuring 'useful work per dollar', improving efficiency, and scaling high-value workflows. This framework is designed to help enterprises make data-driven decisions about their AI investments.

Why it matters

For developers, this announcement matters because it provides a structured approach to evaluate and optimize AI investments. This can lead to more efficient use of resources and better ROI. Additionally, it offers a clear comparison to existing methods, emphasizing the importance of data-driven decision-making. Developers should start by assessing their current AI investments using this framework to identify areas for improvement.

Key takeaways

  • The framework emphasizes measuring 'useful work per dollar', which can help developers identify the most cost-effective AI solutions.
  • By focusing on efficiency and scaling high-value workflows, developers can optimize their AI projects, leading to better performance and resource allocation.
  • Developers should immediately start evaluating their current AI investments using this framework to identify opportunities for improvement and cost savings.
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