
The persistent challenge for modern healthcare systems lies not in a lack of resources but in their perpetual misalignment with unpredictable patient demand, creating a cycle of reactive crisis management. This operational friction, characterized by overwhelmed emergency departments and strained staffing levels, has long been an accepted reality. However, a significant shift is underway as predictive artificial intelligence emerges as










