HeartAI is primarily a cloud-native reactive microservices architecture that is orchestrated with Microsoft Azure cloud resources and the Red Hat OpenShift container platform. These capabilities are enhanced with best-practice deployments for extensible software-defined networking, modern identity and access management, real-time logging, monitoring, and observability, modern service middleware, high-performance analytics, and robust deployment frameworks.