I Built a Free AI Workforce Control Plane using Notion That Helps Distributed Teams Stop Guessing Who Should Do What

The author built a free Notion-powered AI workflow system called Global Human Workforce Orchestrator that helps distributed teams assign tasks by recommending the best worker using AI-assisted scoring, routing low-confidence decisions to human reviewers, and maintaining a transparent audit trail. The system turns Notion into a live operational backend supporting the full loop of AI recommendation, human oversight, execution, and auditability.