How to manage AI investments in the agentic era

2026-07-20

OpenAI highlights that falling AI costs should be evaluated through useful work per dollar, not token prices alone, emphasizing visibility, outcome-based ROI, governance, scalable workflows, and capacity planning. Enterprises can invest confidently by tracking usage, matching models to tasks, controlling risks, funding repeatable solutions, and scaling proven AI deployments.