This article is sponsored by Microsoft Dragon Copilot.

Physicians today face unprecedented pressures: rising patient demand, staff shortages, and increasing burnout. These challenges affect patient outcomes, safety, and the sustainability of the medical profession. As artificial intelligence (AI) technologies evolve, physicians are asking: Can AI truly help us deliver better care, reduce administrative burdens, and support clinical judgment, without compromising safety or ethics? There are five essential areas for physicians to consider when evaluating generative AI solutions in clinical practice.

AI tailored for clinical workflows

Generic AI models can analyze data and generate responses, but unless they are fine-tuned for clinical care, they risk disrupting workflows or producing unreliable results. Physicians need AI tools that integrate seamlessly into daily routines, supporting charting, documentation, and patient communication, while minimizing the risk of inaccurate outputs.

• Technology must fit into real clinical workflows, not just administrative tasks.
• AI should address high-value, low-risk use cases, such as summarizing patient histories or generating clinical notes.
• “Human in the loop” approaches are essential: AI augments decision-making but never overrides physician judgment.

A responsible approach to AI

Physicians are entrusted with sensitive patient data and life-changing decisions. Any AI solution must be built on ethical principles and robust governance to protect privacy, filter harmful content, and prevent misuse. Physicians should demand transparency in how AI systems use data and make recommendations.

• Responsible AI practices grounded on fairness, reliability, safety, privacy, inclusiveness, transparency, and accountability.
• Built-in safeguards and best-practice guidelines for clinical use.
• Transparent data usage and enterprise-grade security to protect patient information.

Deployment and optimization expertise

With hundreds of AI applications and agents available, physicians need solutions that can be deployed effectively and deliver rapid, meaningful improvements in patient care. Integration with EHRs, PACs, and other core systems is essential, as is support for change management and ongoing optimization.

• Vendors with a proven track record of successful large-scale health care deployments and partnerships.
• Change management and ongoing support to maximize adoption and long-term value.
• Ability to measure and demonstrate clinical impact, such as improved outcomes, reduced burnout, and enhanced workflow efficiency.

Enterprise-grade dependability

Innovation must never compromise stability. Physicians require AI solutions that offer enterprise-grade availability, reliability, security, and compliance to maintain care quality and patient safety. As technology evolves, solutions must adapt without disrupting clinical practice.

• Robust security, governance credentials, and stringent availability service level agreements (SLAs).
• Continuous evaluation and advancement of underlying technologies.
• Flexible solutions that adapt to emerging capabilities across AI and related technologies.

Deep health care experience

High-impact AI applications are built on a deep understanding of health care challenges, with input from both leadership and frontline clinicians. Physicians should seek out vendors who partner with practicing clinicians to develop solutions that address real problems and fit into daily workflows.

• Vendors with extensive experience supporting health care organizations and partnerships with research institutions, technology providers, and clinical practitioners.
• Solutions developed with physician feedback to address real clinical needs.
• Interoperable capabilities that improve patient care and business performance.

The physician’s role in shaping AI’s future

AI will play a transformative role in health care’s future, but its success depends on close collaboration between responsible vendors and physicians. By actively participating in the development, evaluation, and adoption of AI tools, physicians can ensure these technologies deliver meaningful benefits, improving patient outcomes, reducing burnout, and supporting the art and science of medicine.

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Rizwan Pasha, MD, serves as the chief medical information officer, health and life sciences, at Microsoft, after co-founding Physician Technology Partners (PTP), a company specializing in adopting and optimizing Epic that was acquired by Nuance (now Microsoft). As a nationally acclaimed Epic physician champion, he frequently speaks on optimizing provider workflows through artificial intelligence and ambient technology. Dr. Pasha is dedicated to assisting organizations in adopting technology to enhance their workflows, aiming to improve the quality and delivery of care. He is an alumnus of the Ohio State School of Medicine, where he also completed his residency in emergency medicine.

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