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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.

Prior to joining Covington, Olivia was a fellow at the University of Michigan Veterans Legal Clinic, where she gained valuable experience as the lead attorney successfully representing clients at case evaluations, mediations, and motion hearings. At Michigan Law, Olivia served as Online Editor of the Michigan Journal of Gender and Law, president of the Trial Advocacy Society, and president of the Michigan Law Mock Trial Team. She excelled in national mock trial competitions, earning two Medals for Excellence in Advocacy from the American College of Trial Lawyers and being selected as one of the top sixteen advocates in the country for an elite, invitation-only mock trial tournament.

FDA recently announced that it will host a public workshop on August 6, 2024 focused on “Artificial Intelligence (AI) in Drug & Biological Product Development.”  Aimed at bringing drug sponsors and AI experts together, the workshop, hosted in collaboration with the Clinical Trials Transformation Initiative, will feature presentations and a

Continue Reading FDA Announces Workshop on AI Used In Drug & Biological Product Development

On March 15, 2024, FDA’s medical product centers – CBER, CDER, and CDRH – along with the Office of Combination Products (OCP) published a paper outlining their key areas of focus for the development and use of artificial intelligence (AI) across the medical product life cycle.  The paper, entitled “

Continue Reading FDA Medical Product Centers Continue Focus on AI

On September 6, Senator Bill Cassidy (R-LA), the Ranking Member of the U.S. Senate Health, Education, Labor and Pensions (HELP) Committee, issued a white paper about the oversight and legislative role of Congress related to the deployment of artificial intelligence (AI) in areas under the HELP Committee’s jurisdiction, including health

Continue Reading Framework for the Future of AI: Senator Cassidy Issues White Paper, Seeks Public Feedback

Last week, the U.S. Food & Drug Administration (“FDA” or the “Agency”) issued a second discussion paper on the use of artificial intelligence (“AI”) and machine learning (“ML”) with respect to drug and biological products, this time focusing on the use of AI/ML in the drug and biologic development process,
Continue Reading FDA Releases Discussion Paper on AI in the Drug and Biological Product Development Process

On March 23, 2023, FDA released a Framework for the use of digital health technologies in drug and biological product development (the “DHT Framework”).  This DHT Framework is on the heels of a Discussion Paper the Agency released earlier this month on the use of artificial intelligence (AI) in drug

Continue Reading FDA Seeks Comments on Agency Actions to Advance Use of AI and Digital Health Technologies in Drug Development

Innovative digital solutions intended to address health issues typically experienced by women have been an area of increased focus.  Ranging from reproductive-related mobile applications to AI-enabled breast cancer screening devices, digital solutions for women+ health show promise to serve an enormous market with medical needs that have often failed to

Continue Reading 5 Reasons Digital Solutions for Women+ Health Will Grow in 2023

Digital health technologies, including algorithms for use in health care, are being developed to aid healthcare providers and serve patients, from use with administrative tasks and workflow to diagnostic and decision support.  The use of artificial intelligence (“AI”) and machine learning algorithms in health care holds great promise, with the

Continue Reading California AG Probes for Potential Bias in Healthcare Algorithms, Federal Attention Continues

On January 25, 2022, Senators Patty Murray and Richard Burr (Chair and Ranking Member of the Senate Health, Education, Labor, and Pensions (HELP) Committee, respectively) released a “discussion draft” of bipartisan legislation—the Prepare for and Respond to Existing Viruses, Emerging New Threats, and Pandemics Act (“PREVENT Pandemics Act”)—which contains notable
Continue Reading 3 Takeaways Digital Health Innovators Should Be Watching in the PREVENT Pandemics Act

Spurred by the realities of the COVID-19 pandemic, FDA has taken a number of regulatory actions to advance the use of digital health technologies (“DHTs”) in clinical trials.  DHTs provide sponsors with opportunities to capture a broader array of information from study subjects than is typically available through traditional study
Continue Reading FDA Webinar Provides New Insights on Use of Digital Health Technologies in Clinical Trials

As we kick off 2022, several recent developments from FDA suggest that this year could be pivotal for the Agency’s digital health priorities.  From new FDA offices and artificial intelligence guidance, to FDA’s user fee commitments and must-pass legislation in Congress, this post outlines five key issues to watch in
Continue Reading 5 Digital Health Issues to Watch at FDA in 2022