Data interoperability

Redox, the leading healthcare data interoperability partner, today announced the launch of several artificial intelligence (AI) capabilities integrated across Redox Engine, the company’s interoperability platform.

The most productive integration engineers have stopped logging into platforms. In this post, Redox CPO Rachel Witalec makes the case for headless healthcare data infrastructure: what it requires, what it unlocks, and why most platforms can’t pull it off.

Most healthcare organizations have solved the data movement problem. The harder challenge (and the one AI actually requires) is data readiness. In this post, Redox CPO Rachel Witalec breaks down the three jobs of AI-ready healthcare data infrastructure and what it takes to build a composability layer that lets AI work reliably at scale.

Stop paying staff to manually triage paper. See how thin-margin health systems use intelligent document automation to slash operating costs and scale in just 35 days.

Build real-time clinical data pipelines in minutes using natural language. Learn how Databricks Zerobus and Redox eliminate integration bottlenecks and subsecond latency to power instant AI insights and EHR writeback.

Joining a national network is a major expedition, and winging it is not a strategy that scales. Connection is just the starting line, but having the right partner determines if you actually reach the summit. Join VP of Customer Success Jenn Kavanaugh on the trek as she maps the route to achieving network success with intentionality and integrity.

Preparing for the CMS ACCESS Model launch on July 5, 2026? Learn key takeaways from the v0.9.1 API Implementation Guide, including FHIR R4 requirements and asynchronous polling hurdles.

CMS ACCESS is where outcomes-based care meets reality. Our latest blog unpacks what ACCESS really demands from healthcare infrastructure, and how teams can prepare without rebuilding their entire stack.

In 2026, Redox will be incorporating AI across our tech stack, tooling, customer features, and offerings. We’re leaning into MCP because it gives us a disciplined way to expose our platform as a set of typed, discoverable capabilities for agents, while keeping the hard problems (auth, tenancy, routing, safety, observability) inside the infrastructure where they belong.

About 70% of healthcare organizations still exchange documents by fax because it just works. But what’s convenient for the system is punishing for the workflow. Here’s how one large health system flipped that script, teaching its tech to do the reading and routing so pharmacists get refills faster, schedulers get clean referrals, and clinicians get back time.

Rather than stitching systems together one by one, an orchestration layer standardizes incoming data, adds the missing context, and routes it to the right destination. Learn why Redox rearchitected our platform around orchestration.

FHIR Release 6 (R6), expected in late 2026, is set to evolve the standard, introducing enhanced long-term stability and expanded data capabilities. R6 delivers sought-after updates including flexible Encounter Classification (allowing multiple class codes for nuanced scenarios like virtual and in-person care) and powerful new resource types. We’re excited about the potential of FHIR R6. It’s a major step toward unlocking more nuanced workflows in areas like remote patient monitoring and public health reporting.