EHR observability & governance push
Healthcare IT News highlighted observability strategies to keep electronic health records fast, available and trusted, while other coverage urged fixing governance around data quality and standards so clinicians and admins can rely on analytics. (x.com) (x.com).
Electronic health records now run most U.S. care settings, and the new push is to make them visible when they slow down and trustworthy when they feed analytics. (healthit.gov) (healthcareitnews.com) Observability is the practice of watching a system through its outputs — metrics, logs and traces — so technology teams can see where delays, failures or bottlenecks start. IBM and OpenTelemetry describe those signals as the basic telemetry used to understand whether a service is behaving as users expect. (ibm.com) (opentelemetry.io) Healthcare IT News reported on April 14, 2026 that electronic health records are being strained by hybrid infrastructure, cloud migration and rising clinician expectations for speed and availability. The piece was published as sponsored content by SolarWinds. (healthcareitnews.com) The parallel argument is about governance: who owns the data, which standards define it, and how errors get fixed before they reach dashboards or artificial intelligence tools. In an October 14, 2025 interview with Healthcare IT News, Health Gorilla executive Derek Plansky said inconsistent data can produce duplicate work, billing mistakes, missed appointments and treatment errors. (healthcareitnews.com) That problem sits on top of a system that is already nearly universal. The Office of the National Coordinator for Health Information Technology says 96% of non-federal acute care hospitals and 78% of office-based physicians had adopted a certified electronic health record as of 2021. (healthit.gov) Federal policy has also shifted from basic adoption to safer, broader use of health data. The Department of Health and Human Services finalized its 2024-2030 Federal Health IT Strategy on September 30, 2024, with priorities that include health equity, artificial intelligence and cybersecurity. (healthcareitnews.com) Hospitals are also exchanging more information across organizations, which raises the cost of bad data and outages. The Office of the National Coordinator said in a February 2026 quick stat that 76% of hospitals were engaging in all four measured interoperability domains by 2025. (healthit.gov) Researchers writing in npj Digital Medicine on December 18, 2025 said most clinicians still see electronic health record shortcomings that affect efficiency, user satisfaction, patient-physician relationships and safety. The review argued that future systems need more flexible architecture and smoother implementation of artificial intelligence tools. (nature.com) Healthcare IT News’ 2025 interview put a number on the trust problem. It cited an Experian survey in which healthcare professionals rated confidence in data quality at 7.08 out of 10, with incorrect patient details and duplicated work among the top concerns. (healthcareitnews.com) The result is a two-track agenda for hospital technology teams in 2026: keep the record system up, fast and measurable, and make the underlying data clean enough for reporting, reimbursement and clinical decisions. Both tracks aim at the same point — a chart clinicians can open quickly and a number administrators can defend. (healthcareitnews.com 1) (healthcareitnews.com 2)
