Healthcare AI: Building Trust at Scale

Healthcare organizations are rapidly integrating AI into clinical, administrative, operational, and security workflows to address rising costs, workforce shortages, regulatory demands, and cyber threats. This report examines how agentic AI, automated evaluations, risk-based cybersecurity, shadow AI monitoring, and full-spectrum AI security can improve efficiency and patient outcomes while protecting sensitive data and maintaining compliance. It emphasizes that effective AI adoption requires security, governance, visibility, and human oversight to be built into healthcare systems from the start.