The New Agentic Order — Chapter 1: The New Shape of Scale

SageOx is exploring the evolving dynamics between human teams and AI agents, focusing on the concept that organizational scale is increasingly defined by throughput rather than headcount. They argue that traditional measures of scale, based on the number of people, are becoming outdated as AI accelerates production, creating a situation where small teams can output work at a rate comparable to much larger organizations. This shift leads to unique coordination challenges, as the ability to produce quickly outpaces the human capacity to understand and manage the output, making attention the new bottleneck rather than time. SageOx is documenting this transition in a book, written in real time, to share insights and explore new management strategies suited to this AI-driven era. The company emphasizes that while AI enhances productivity, the real challenge lies in processing and directing the surge of information effectively, necessitating a reevaluation of traditional tools and methods used in team coordination.