Aspen Policy Academy

Monitoring AI Tools in Healthcare for Developers and Implementers

by Arfa Rehman

Clinicians are increasingly integrating artificial intelligence tools into their workflows; yet, there is a gap in guidance for what should happen after these tools go live. To fill the gap, this project recommends that developers and implementers of AI-enabled clinical decision support (AI-CDS) tools and the Coalition for Health AI (CHAI) adopt a new framework to monitor the tools’ performance after they are deployed.

This project was completed as part of the 2025 Science and Technology Policy Fellowship, an Aspen Policy Academy program to teach science and technology experts how to impact policy.

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