A new three-tier validation model aims to improve device data reliability, clinical workflows, and the future of connected care
New York, United States, 27 February 2026 – Oracle Health has introduced a new three-tier validation framework designed to make medical device integration more reliable, secure, and consistent across healthcare systems. The initiative focuses on validating device connectivity, functionality, and workflow alignment, helping hospitals and care providers better use medical device data in everyday clinical settings.
In simple terms, the framework is meant to fix a common problem in healthcare: medical devices often produce inconsistent or unreliable data. When that happens, clinicians face workflow disruptions, IT teams struggle with integration issues, and hospitals hesitate to adopt new digital health tools. Oracle Health says its new approach standardizes how devices are tested and validated, reducing these challenges.
One of the key features of the framework is its EHR-agnostic architecture. This means healthcare organizations can integrate and validate devices regardless of which electronic health record system they use. By simplifying device connectivity and ensuring consistent data naming and workflow compatibility, the framework supports smoother adoption of medical devices across hospitals, clinics, and home-based care settings.
According to Michael Hawn, senior vice president of data services and cloud hosting at Bio IntelliSense, the validation program gives hospitals greater confidence when choosing and deploying healthcare technology. He noted that reliable validation is essential as connected devices become more central to patient care.
The program currently supports a wide range of medical device categories, including bedside device integration, event management systems, maternal and fetal monitoring, milk management, infusion suites, laboratory devices, and mobile vital signs collection. This broad coverage reflects the growing complexity of modern healthcare environments.
The validation framework also covers multiple types of clinical data, such as discrete data, continuous and spot-check monitoring, alarms, waveforms, laboratory results, infusion management, smart pump programming, and real-time location services. Oracle Health says ongoing validation helps maintain data security and ensures compliance with interoperability standards across different systems.
Beyond reducing technical complexity, the framework is expected to ease the workload on hospital IT teams and speed up the rollout of new devices. Oracle Health believes this will support faster innovation while maintaining high standards for patient safety and data integrity.
Device manufacturers have also welcomed the initiative. Peter Richardson, associate director of connected care at Baxter, said collaboration with Oracle Health has helped accelerate progress in technology integration. Baxter, which expanded its reach beyond hospital walls after acquiring Hillrom, has been focusing heavily on connected devices for both in-hospital and home-based care.
The timing of the framework aligns with a broader industry shift. The 2020s have seen rapid growth in hospital-at-home and care-at-home models, driven by patient demand for convenient care and providers’ efforts to reduce costs and improve outcomes. Connected medical devices and remote patient monitoring tools are at the center of this transformation.
With U.S. Acute Hospital Care at Home waivers extended through 2030, the need for seamless, reliable medical device integration is expected to grow. Clinicians emphasize that accurate data, reduced alarm fatigue, and smooth integration with third-party technologies are critical to making these care models successful.
Dr. Caroline Yang, a provider with Mass General Brigham Healthcare at Home, recently highlighted the opportunity to improve data accuracy and turn device data into actionable clinical insights. She also stressed the importance of clear alarm protocols and better system integration as care continues to move beyond traditional hospital settings.
Summing up the vision behind the new framework, Seema Verma, general manager of Oracle Health and Life Sciences, said the validation program is about building trust, simplifying interoperability, and encouraging collaboration. The goal, she said, is to give healthcare organizations greater confidence while ultimately improving patient care.