In a rapidly evolving manufacturing landscape, relying on delayed data has become a critical vulnerability. To successfully navigate this new paradigm and absorb supply chain shocks, manufacturers must surface risks early and immediately realign customer demand with operational commitments through instant replanning. Microsoft is addressing this challenge by shifting the industry away from passively providing insights on isolated dashboards. Instead, the strategic focus is on