HealthChain is an open-source framework designed to streamline the development of healthcare AI applications by integrating seamlessly with healthcare systems using FHIR standards. It offers tools for real-time EHR connectivity, NLP processing, and automated workflows, significantly reducing the time and complexity involved in deploying AI models in healthcare settings.