OpenAI is bringing ChatGPT deeper into healthcare by integrating ChatGPT Health with Epic’s electronic health record system, a platform that stores medical information for more than 325 million patients. The move is designed to help clinicians review patient records faster, summarize important details, and prepare for appointments with less manual work.
Through the integration, healthcare professionals can use ChatGPT to review read-only patient information such as appointment notes, lab results, medication lists, specialist reports, and clinical documentation. The goal is to make it easier for clinicians to quickly understand a patient’s medical history, spot important changes, and organize relevant information before a visit.
In some healthcare systems, ChatGPT will be available directly inside the electronic health record workflow. That means clinicians may be able to request pre-visit summaries or build clinical timelines without leaving the patient chart. OpenAI says the integration is limited to read-only access, meaning ChatGPT can retrieve and summarize information but cannot write back into the medical record.
OpenAI is also introducing a Healthcare Public Data plugin aimed at helping medical professionals search and synthesize information from public healthcare databases. The tool can gather details related to clinical trial eligibility, medication identifiers, coverage policies, provider records, and medical literature. Sources include major public health and research databases such as ClinicalTrials.gov, CMS Coverage, RxNorm, DailyMed, and PubMed.
The company says these updates are intended to support healthcare organizations that need compliant AI tools. OpenAI is allowing organizations with a Business Associate Agreement to use ChatGPT Work, Codex, apps, and connectors within their workspace for healthcare-related workflows.
This expansion comes shortly after OpenAI made ChatGPT for health available to consumers across the United States. At the time, the company said users were asking ChatGPT around 300 million health-related questions every week. Even with growing adoption in healthcare, OpenAI continues to emphasize that AI should not be used as a replacement for professional medical diagnosis or treatment.
To evaluate the technology, OpenAI said it gathered more than 4,300 physician responses across 27 clinical use cases, including pre-visit reviews, clinical timelines, medication reviews, and handoff summaries. According to the company, 99.1% of the responses were considered safe. However, healthcare experts continue to warn that even a small number of unsafe AI-generated answers can create serious risks when medical decisions are involved.
Recent legal cases have also highlighted concerns about relying on AI for medical guidance. A Florida-based pastor filed a lawsuit alleging that ChatGPT gave him a near-fatal recommendation. In another case, family members of a user accused the chatbot of providing harmful dosage-related advice.
OpenAI’s latest healthcare push shows how artificial intelligence is becoming more embedded in clinical workflows. By connecting ChatGPT with electronic health records and public healthcare databases, the company is positioning its AI tools as assistants for clinicians rather than replacements for medical professionals. The key challenge will be balancing speed and convenience with patient safety, accuracy, privacy, and responsible use.
