Adaptive: Building Workforce Systems for an (Unpredictable) Future

Adaptive is a field guide for leaders entering the Collaborative Intelligence Era. It shows how to build workforce systems that hold under volatility. The book reframes Workforce Management (WFM) from reactive cost control to adaptive orchestration and gives a step-by-step path to reliable service when plans break. Drawing on real implementations, it combines clear models with practical checklists, linking strategy to day-to-day actions in forecasting, scheduling, and intraday control. Leaders will learn to orchestrate decisions in real time, design capacity that flexes, and govern operations with metrics that matter. The result is a playbook you can apply in contact centers and any people-powered operations—built for teams where people and AI work side by side.

How the book is structured

• Historical context and change drivers: why service operations struggle in today’s environment.
• Practical frameworks for transformation: concise patterns that turn strategy into repeatable ways of working.
• Variance and volatility: design capacity, schedules, and intraday control that convert variance into an asset.
• The WFM Labs Maturity Model: a five-level capability roadmap with metrics, anti-patterns, and upgrade checklists.
• The Five-Level Playbook to Enterprise Orchestration: Level 1 Initial/Manual, Level 2 Foundational, Level 3 Progressive (real-time automation), Level 4 Advanced (ecosystem and probabilistic planning), Level 5 Pioneering (human–AI orchestration with safeguards).

Adaptive is a field guide for leaders who need reliable service now—and a clear path to keep getting better.