Clinical safety as a platform concern: Reframing SRE for healthcare systems

Cloud-native healthcare platforms now underpin critical clinical workflows, including EHRs, clinical decision support, medication management, and patient monitoring. While conventional site reliability engineering practices used by platform teams emphasize aggregate availability, latency, and error rates, these metrics often fail to reflect the asymmetric relationship between system degradation and patient safety outcomes. A platform can meet reliability targets while still introducing clinically unacceptable risk.

This talk introduces a Clinical Safety Reliability framework that reframes reliability as a clinical safety property embedded in platform design and governance. It adds a clinical impact layer that overlays traditional SRE practices with patient safety-driven interpretation of system behavior. Using applied scenarios involving clinical APIs and EHR read/write operations, the talk shows how platform teams can govern partial degradation, silent failures, and asymmetric risk profiles in healthcare-grade cloud platforms.