Large hospitals face constant pressure to manage high patient volumes and complex workflows while making timely clinical decisions. Diagnostic bottlenecks and delayed specialist interpretation often keep patients admitted longer than needed. Fragmented systems and unstructured POCUS management add further inefficiencies, driving overcrowding and suboptimal use of capacity.