What is an AI Healthcare Platform?

An AI healthcare platform is a digital health system that applies artificial intelligence (AI) and machine learning (ML) to analyze patient data, automate workflows, and deliver predictive insights for care, research, and population health.

These platforms combine structured data (labs, vitals, device metrics) with unstructured data (clinical notes, imaging, PGHD) to create a real-time, AI-powered view of patients and populations. By leveraging tools such as predictive analytics, natural language processing (NLP), and federated learning, AI healthcare platforms are the foundation of modern digital health ecosystems.