How AI-native companies turn workflows into operating capability

OpenAI's enterprise signal report indicates a significant shift in enterprise AI, moving from assistance to execution. Leading companies, representing the top 10% in AI usage, now generate 8.3 times more output tokens per active user compared to average companies, a substantial increase from 2.6 times in January. This widening gap highlights a fundamental operational change: these advanced companies integrate AI agents with corporate resources and tools, delegating more complex tasks, and streamlining successful workflows for repeatability, applying effective operating models to new projects.