From TekinHealthHealthcare Tech Field Notes

OpenAI announced on September 1, 2026 that ChatGPT for Healthcare now connects to Epic electronic health records, letting clinicians at participating organizations pull a patient's chart into the chatbot for read-only reference. Access requires an organization-level workspace covered by a signed business associate agreement rather than an individual account, and OpenAI says it evaluated the feature with 4,363 physician ratings across 27 clinical use cases, reporting a 99.1% "safe" rate. UCSF Health is OpenAI's named pilot partner for the Epic integration. ChatGPT for Healthcare itself launched in January 2026 with organizations including HCA Healthcare, Cedars-Sinai, Memorial Sloan Kettering, Boston Children's Hospital, AdventHealth and Stanford Medicine Children's Health.

Why it's notable: It is one of the largest sanctioned deployments of a general-purpose chatbot directly against live EHR data, and the roughly 1-in-100 "unsafe" response rate OpenAI itself reports means clinicians should treat its output as a starting point, not a verified answer, on charts that include allergies and medication changes.

At its 2026 Users Group Meeting in Verona, Wisconsin, Epic introduced Agent Factory, a no-code platform for health systems to build, run and monitor AI agents that act across Epic workflows. Organizations can start from about 120 built-in AI features or build their own. Epic says early adopters are using it now, with broader availability in 2027. Epic also announced Curiosity, a predictive tool built on its Cosmos clinical database; real-time prior authorization checks; and UpToDate content inside its clinician assistant, Art.

Why it's notable: Epic is the record system for most large US health systems, so its agent platform will shape how AI automation reaches everyday clinical and administrative work. For many organizations, it will also affect whether separate AI vendors are needed at all.

On June 26, 2026, HHS's Office of the National Coordinator for Health IT (ONC) said the number of health records exchanged through the Trusted Exchange Framework and Common Agreement (TEFCA) has grown from about 10 million to more than 1 billion in less than a year. ONC awarded Alliance Global Tech, a federal IT contractor in Columbia, Maryland, a one-year contract of about $1.3 million to check that TEFCA participants follow the network's rules. The contract can be renewed through 2031, for up to about $5.5 million in total. ONC also said it is doing extra compliance reviews of the 11 Qualified Health Information Networks, a group that now includes eClinicalWorks, Netsmart, Oracle Health and Surescripts, and of their participants.

Why it's notable: TEFCA is becoming the main national route for pulling outside records into a clinic's EHR. The new oversight follows disputes over improper record access, including Epic's lawsuit against Health Gorilla, so participants should expect closer checks on why and how they query records.

On April 8, 2026, Epic said its customers were the first to share medical records electronically with the Social Security Administration through TEFCA, the federally backed national exchange network. SSA uses the records for disability benefit decisions. The first organizations were AltaMed, Citizen Potawatomi Nation Health Services, Overlake Hospital Medical Center, Saint Francis Health System and Valleywise Health. Epic says TEFCA has connected another 13 hospitals and 374 clinics to SSA, and that electronic exchange typically makes determinations up to 50% faster.

Why it's notable: Disability record requests usually mean staff time and faxes for clinics. An automated TEFCA connection cuts that work and can speed up benefits for patients.

Oracle Health said its new EHR, rebuilt from scratch on Oracle Cloud Infrastructure rather than on the Cerner platform, received ONC health IT certification and met DEA requirements for electronic prescribing of controlled substances. That makes it available to US ambulatory providers. The system includes Oracle's clinical AI agent and voice commands that let clinicians ask for things like recent labs and current medications instead of clicking through screens. Oracle said acute care functionality would follow in 2026.

Why it's notable: Outpatient practices that are choosing an EHR now have a certified option built with AI throughout, from one of the two largest US EHR vendors. It is also the first real test of whether Oracle can win back ground after the Cerner acquisition.