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How to manage AI investments in the agentic era

OpenAI Blog · 2026-07-14

OpenAI publishes enterprise guidance on managing AI investments in the agentic era, centering on measuring value through useful work per dollar and scaling high-value workflows.

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Topics: enterprise-aiagentic-aiai-roicost-management

Claims

  • Enterprises should measure AI investments by useful work per dollar rather than traditional cost metrics.
  • Improving efficiency and scaling high-value workflows are the key strategies for managing AI spend in the agentic era.

Key quotes

Learn how enterprises can manage AI investments in the agentic era by measuring useful work per dollar, improving efficiency, and scaling high-value workflows.