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A new collaboration aims to improve patient care by integrating artificial intelligence into the intake process, making healthcare more efficient and personalized.
In recent years, the focus of healthcare AI has often been on reducing the workload for clinicians. However, a growing number of health systems are starting to explore how AI can directly benefit patients. Penn Medicine, one of the leading academic medical centers in the United States, is at the forefront of this shift. The organization recently partnered with K Health, a telemedicine startup, to integrate AI-powered patient intake tools into its virtual primary care service.
The goal is straightforward: to enhance the patient experience and improve clinical outcomes by providing more accurate and timely information to healthcare providers. Dr. Mitchell Schnall, Penn Medicine’s senior vice president for data science, believes this partnership could transform how patients interact with the healthcare system.
K Health’s AI intake agents are designed to collect essential information from patients before their appointments. These agents gather details about current symptoms, medical history, and other relevant health data. The collected information is then structured into a summary that seamlessly integrates into the clinician’s workflow, ensuring they have all the necessary details at their fingertips.
Ran Shaul, K Health’s co-founder and chief product officer, likens the AI agents to medical residents. “They gather history, understand the complaint, and prepare the case, much like how a resident presents a patient to an attending physician,” he explains. The human clinician remains the decision-maker, but the AI handles the initial legwork, making the process more efficient.
This technology not only benefits patients by streamlining their intake process but also supports providers by ensuring they enter appointments with comprehensive and organized information. “The AI helps patients figure out what kind of care they actually need before a visit,” Shaul notes. This can reduce the time clinicians spend on administrative tasks, allowing them to focus more on patient care.
K Health’s AI intake agents are being used in similar virtual care programs at other prominent health systems, including Cedars-Sinai, Mayo Clinic, Mass General Brigham, and Hartford Healthcare. The underlying technology remains consistent across these systems, but the specific use cases vary. Some health systems use the technology to attract new patients, while others deploy it to better serve populations lacking primary care access.

For example, in rural areas where access to healthcare is limited, AI-powered intake tools can help identify urgent needs and guide patients to appropriate care more quickly. This can be particularly beneficial for patients with chronic conditions who require regular monitoring and management.
If Penn Medicine’s deployment proves successful, the health system plans to expand its use of the intake agents into in-person primary care offices and certain specialty clinics. Dr. Schnall is optimistic about the potential impact: “We believe this technology can significantly enhance our ability to provide personalized, efficient care to all patients.”
The integration of AI into patient intake processes represents a significant step toward more proactive and preventative healthcare models. By reducing administrative burdens and improving the accuracy of patient data, AI tools can help clinicians make more informed decisions and deliver better care.
This technology has the potential to address some of the systemic issues in healthcare, such as access disparities and provider burnout. As healthcare organizations continue to explore the benefits of AI, patients are likely to see improvements in their overall experience and outcomes.
The collaboration between Penn Medicine and K Health is a promising example of how AI can be used to enhance patient care. By focusing on both the clinical and patient perspectives, this partnership aims to create a more efficient and effective healthcare system for everyone involved.
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Original Sources
Why Penn Medicine Is Deploying AI Agents for Patient Intake - MedCity News
↗ https://medcitynews.com/2026/07/penn-medicine-agentic-ai
About the author
Amara's entry point into AI was an epidemiology role at a London research hospital, where she spent five years studying how digital health tools reached — or conspicuously failed to reach — underserved communities. Watching early algorithmic systems in healthcare quietly entrench existing inequalities, she redirected her career toward the systemic consequences of AI at scale. She covers AI through an unflinching lens: who benefits, who bears the cost, and what evidence actually says versus what the press release claims. Her writing is calm and precise, but she doesn't mistake balance for neutrality.
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