We are the last generation to manage only humans. The next will manage hybrid teams of humans and AI agents. Most leaders are not ready.

The rare organizations achieving 200% productivity gains from AI are not using better technology than those achieving 20%. They are managing it differently.

The authors learned this from failure. Across many AI deployments, the pattern became clear: capable agents failed not from weak technology, but from a missing management layer.

Human-Agent Orchestration is that layer: a new discipline for designing, directing, and scaling work across humans and AI agents. Built from four years of research across 432 organizations and hard lessons learned in the field.

Not how to build AI agents.
Not how to lead them.

Not another tool.
A new management discipline.

What you will learn:

• The 70/30 Rule: what transfers from managing humans — and what breaks with agents.

• The Supervision Trap: why watching agents too closely can make you the bottleneck.

• The Orchestration Design Canvas: six layers to make human-agent work reliable. Source, Success, Safety, Steering, Switch, and Sharpen.

• The Anatomy Dial: when to give agents the keys — and when humans must stay in control.

• Default Governance: why agents do not take responsibility, and why humans cannot abdicate it.

• The Identity Shift: how to protect your team from Scope Collapse, Mastery Vacuum, and Purpose Drift.

This book is for leaders using AI, deploying agents, and trying to scale impact without scaling chaos.

Old leadership controlled the work. New leadership designs the system that produces it.