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.

Whether you’re a long-time partner or exploring Redox for the first time, this month-by-month breakdown highlights the tools we’re building to help you move from reactive troubleshooting to proactive orchestration in Q2 2026.

Explore our library of composable workflows built for common use cases across provider organizations, payers, and health tech. Built from modular building blocks, these end-to-end data flows are designed for true flexibility — allowing you to rearrange and customize components to fit your needs.

As healthcare data integrations become more dynamic, composable, and conditional, the tools used to understand them need to evolve too. We’re introducing a modern workflow viewer that goes beyond static, text-based log outlines with a clear, interactive map of how data actually moves through your system.

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.

At Redox, we understand that effective data monitoring is crucial to keeping your healthcare integrations healthy and running smoothly. That’s why we’re excited to share ongoing improvements to our alert rules, giving you greater visibility and control to stay ahead of issues and act with confidence and speed.

With the Redox Platform API, control your entire Redox organization programmatically without leaving your development environment. For technical teams that need more automation, speed, or scale—or everything at once—the Redox Platform should be at the center of your interoperability workflow.

Logs are the heartbeat of the Redox dashboard. As we incorporate modular processors into customer workflows, we’re enabling more powerful, context-driven processing like branching logic, enrichment, validation, and rules-based routing. Learn more about our process to improve logs and what’s coming next.

Point solutions are built to optimize for a vertical set of use cases. Interoperability partners create the conditions for many. The difference matters more as healthcare organizations look to apply analytics, automation, and AI at scale. Without a strong interoperability foundation, teams spend more time rebuilding plumbing than improving care.

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.