Human-centered AI-assisted work systems for HR and organizations

Think of this as a playbook for using AI at work so it feels like a smart assistant that helps people do better work—not a black box that replaces them or silently monitors them. It’s about redesigning jobs, tools, and management practices so humans stay in control and AI augments their abilities safely and fairly.