Agentic AI ile Sağlık Hizmetlerinde İnsan Odaklı Dönem Başlıyor

Küresel sağlık sektörü, on yıllardır süregelen kronik yatırımların yetersizliği ve personel recruitment (işe alım) süreçlerindeki kısıtlamalarla birlikte, yaşlanan nüfusun artan hizmet talebiyle karşı karşıya kalmış durumda. Bu durum, sağlık hizmetlerine erişimde parçalanmışlık ve sağlık çalışanlarının yaşadığı yüksek stres ve tükenmişlik sendromu olarak geri dönüyor. Dünya Sağlık Örgütü'nün (WHO) uyarıları ise durumun vahametini ortaya koyuyor; mevcut personel eksikliğinin 2030 yılına kadar 11 milyon çalışana ulaşacağı öngörülüyor.

Bu kritik personel eksikliğiyle mücadele etmek için sağlık hizmeti sağlayıcıları, "agentic AI" (eylemlemelebilir/otonom ownen AI) olarak adlandırılan yapay zeka ajanları teknolojisine yöneliyor. KPMG'nin verilerine göre, sağlık kuruluşlarının %68'i bu ajanları iş gücüne entegre etmiş durumda. Bu teknoloji, karmaşık arka plan işlemleri süreçlerini otomatize ederek, tıbbi ekiplerle iş birliği yaparak ve hatta hastaların triyaj süreçlerini yöneterek, klinisyenlerin üzerindeki bilişsel yükü azaltmayı ve hasta bakımı kalitesini artırmayı hedefliyor.

Geçmişte sağlık sektöründe dijitalleşme çabaları, hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal hantal h