In an era where AI and advanced analytics dominate forecasting, the most valuable insights often come from what can’t be fully quantified. This keynote explores why qualitative inputs—customer behavior, market intelligence, organizational context, and human judgment—remain essential to demand planning success. Attendees will hear how leading organizations balance data-driven models with real-world signals to improve forecast accuracy, strengthen cross-functional alignment, and build more resilient, actionable demand plans.