10/14/2026
CMS interoperability requirements don't leave much room for interpretation. But the architecture decisions underneath them do, and that's where most of the complexity lives.
Bulk export at scale, event-driven sync instead of nightly batch jobs, and authentication that satisfies both security and compliance teams aren't edge cases anymore. They're baseline requirements for organizations working with clinical data.
Whatever stack you're on, the questions are the same: Where does your event bus fit? What's actually going through your API layer versus a private path? How do you keep bulk export from becoming a scheduled outage?
On AWS, HealthLake provides a foundation for FHIR without having to build a server from scratch, while EventBridge supports event-driven workflows.
At Chariot Solutions, we've built this pattern for clients who needed it to hold up under audit, not just look clean in an architecture diagram.
Working through your own interoperability or healthcare data architecture challenges? Let's talk about building solutions that are secure, scalable, and designed for the realities of clinical data.
Start a conversation with our team: https://ow.ly/O22850ZXGM2