Pax8：2026年智能体劳动力经济洞察报告：数字劳动力如何重塑中小企业增长并重新定义IT服务商角色（英文版）

For most of modern economic history, the growth of a small business followed a predictable logic: more revenue required more people. Headcount and output moved in rough proportion and the constraints of human labor (its cost, its scarcity, its geographic limits) defined the ceiling of what any small or medium-sized business could reasonably achieve. That relationship is now breaking. AI agents, automated workflows and intelligent software systems have introduced a new category of labor into t