Project delivery is entering its own productivity revolution. Senior leaders can no longer rely on project manager heroics or fragmented governance to stay on track. Drawing lessons from Toyota’s continuous improvement revolution, this article explains how modern project control systems — and the TMS PGF + Djobu platform — turn governance into a production system that delivers reliable forecasts, auditable data, and AI-ready insights.