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Olivia Dworkin

Olivia Dworkin minimizes regulatory and litigation risks for clients in the medical device, pharmaceutical, biotechnology, eCommerce, and digital health industries through strategic advice on complex FDA issues, helping to bring innovative products to market while ensuring regulatory compliance. With a focus on cutting-edge medical technologies and digital health products and services, Olivia regularly helps new and established companies navigate a variety of state and federal regulatory, legislative, and compliance matters throughout the total product lifecycle. She has experience counseling clients on the development, FDA regulatory classification, and commercialization of digital health tools, including clinical decision support software, mobile medical applications, general wellness products, medical device data systems, administrative support software, and products that incorporate artificial intelligence, machine learning, and other emerging technologies.

Olivia also assists clients in advocating for legislative and regulatory policies that will support innovation and the safe deployment of digital health tools, including by drafting comments on proposed legislation, frameworks, whitepapers, and guidance documents. Olivia keeps close to the evolving regulatory landscape and is a frequent contributor to Covington’s Digital Health blog. Her work also has been featured in the Journal of Robotics, Artificial Intelligence & Law, Law360, and the Michigan Journal of Law and Mobility.

FDA has long recognized the significant potential of artificial intelligence- and machine learning- (AI/ML-) based software as a medical device (SaMD) to transform health care as well as the unique challenges presented by AI/ML-based software under the Agency’s traditional medical device regulatory framework.  On January 12, 2021, FDA issued the Artificial Intelligence/Machine Learning (AI/ML)-Based Software