
Illustration by Ana Yael
Summary.
As companies rush to deploy AI agents, they are discovering that much of their most important organizational intelligence lives outside formal systems and documented processes. Examples from
A high-net-worth client called her financial services firm to update her beneficiary designations—a routine task. The AI routing agent classified it correctly, operations processed it, and a communication agent confirmed completion with a standard template. Every part of the system worked as designed.
