Integration of AI, robotics, and automation is accelerating discoveries and clinical efficiency. Innovations include AI-powered enzyme engineering with autonomous labs, AI-based early PTSD detection through facial analysis, machine learning-guided azithromycin prescription for pediatric diarrhea, and natural language processing detecting physician fatigue via clinical notes. Additionally, AI-enabled digital pathology platforms enhance personalized trial design and biomarker prediction across oncology.