The Evolution of Clinical AI at Inova Health
Monday, September 14, 2026
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The speaker reports that Inova Health allocates approximately 10% of its AI portfolio to taking FDA-approved computer vision or imaging diagnostic algorithms without modification, 80% to shaping vendor-provided tools via low-code UI configuration, and 10% to building market-differentiating capabilities internally.
The speaker reports that Inova Health has integrated AI into the patient portal for billing assistance and general Q&A, and has leaned into AI for imaging, diagnostics, and digital pathology to unburden documentation work across inpatient and outpatient settings.
“we've started to integrate ai i into the patient portal uh or billing assistance and moving into general like q and a so whether we're talking about imaging and diagnostics digital pathology unburdening work for documentation inpatient or outpatient um it's a real robust we've leaned into uh and i think it's important have the structures to be able to do that safely and reliably”
The speaker reports that Inova Health has delivered a suite of custom agents safely and securely to the entirety of the Nova workforce to act as personal chief of staff tools that summarize emails, messages, calendars, action items, draft meeting minutes, prepare for upcoming meetings, and surface policy intelligence.
Jesse chats with Jon McManus, Vice President and Chief Data and AI Officer at Inova Health; Dr. Lindsey Stanton, Associate Chief Health Informatics Officer at Inova Health; and Dr. Sameh Saleh, Associate Chief Health Informatics Officer at Inova Health. Together, they discuss AI's impact on the practice of medicine and in the hospital setting, AI implementation and organizational structure, AI governance and integration with existing governance processes, AI monitoring and performance, AI adoption and barriers to adoption, the future of AI at Inova, and much more. Enter your email at www.HealthcareAIPioneers.com in the subscribe field to receive updates about the groundbreaking new AI Pioneers Tracker. Jesse also reflects on this key headline: OpenAI expands ChatGPT for Healthcare with integration that gives authorized clinicians read-only access to patient information from Epic's electronic health record. In our Resource Link segment, we list one valuable resource you might want to check out. To view this link, subscribe, or find out more information about our podcast, visit www.HealthcareAIPioneers.com. Want to be a sponsor, marketing partner, or guest, or provide feedback on the podcast? Email us at Info@HealthcareAIPioneers.com. Music by Turning Pages from Pixabay. Jesse chats with Jon McManus, Vice President and Chief Data and AI Officer at Inova Health; Dr. Lindsey Stanton, Associate Chief Health Informatics Officer at Inova Health; and Dr. Sameh Saleh, Associate Chief Health Informatics Officer at Inova Health. Together, they discuss AI's impact on the practice of medicine and in the hospital setting, AI implementation and organizational structure, AI governance and integration with existing governance processes, AI monitoring and performance, AI adoption and barriers to adoption, the future of AI at Inova, and much more. Enter your email at www.HealthcareAIPioneers.com in the subscribe field to receive updates about the groundbreaking new AI Pioneers Tracker
Show transcript excerpt
Jesse chats with Jon McManus, Vice President and Chief Data and AI Officer at Inova Health; Dr. Lindsey Stanton, Associate Chief Health Informatics Officer at Inova Health; and Dr. Sameh Saleh, Associate Chief Health Informatics Officer at Inova Health. Together, they discuss AI's impact on the practice of medicine and in the hospital setting, AI implementation and organizational structure, AI governance and integration with existing governance processes, AI monitoring and performance, AI adoption and barriers to adoption, the future of AI at Inova, and much more. Enter your email at www.HealthcareAIPioneers.com in the subscribe field to receive updates about the groundbreaking new AI Pioneers Tracker. Jesse also reflects on this key headline: OpenAI expands ChatGPT for Healthcare with integration that gives authorized clinicians read-only access to patient information from Epic's electronic health record. In our Resource Link segment, we list one valuable resource you might want to check out. To view this link, subscribe, or find out more information about our podcast, visit www.HealthcareAIPioneers.com. Want to be a sponsor, marketing partner, or guest, or provide feedback on the podcast? Email us at Info@HealthcareAIPioneers.com. Music by Turning Pages from Pixabay.
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