How to Manage AI Investments in the Age of Agentic AI: 5 Practical Steps from OpenAI

Friends, I’d like to share an insight from the OpenAI ecosystem and the broader AI landscape.

OpenAI suggests looking at AI not only through token costs, but through value per dollar.

I would highlight five steps:
• see who is using AI, how it is used, and where spend goes;
• evaluate models by outcomes and ROI, not by token price;
• build governance before scaling workflows;
• fund only processes that can generate recurring impact;
• align power and capacity with proven demand.

Why it matters: this makes it easier to cut unnecessary costs and invest in what truly creates value.

Do you already measure AI by impact rather than by spend?

#OpenAI #AI #DigitalTransformation