Driving Immunology Workflows with AI Across Clinical Trials Processes in Drug Development - with Michelle Longmire of Medable
Jan 29, 2025
auto_awesome
In this discussion, Michelle Longmire, Co-founder and CEO of Medable, shares her insights on how AI is revolutionizing clinical trials. She explains how AI enhances patient experiences and streamlines processes for sponsors. Michelle dives into the importance of real-time data analysis and smarter recruitment strategies in drug development. She also addresses the challenges of integrating AI within existing frameworks and the need for organizations to balance speed with regulatory compliance. This conversation offers a forward-thinking perspective on the future of clinical research.
AI is revolutionizing clinical trials by automating processes and providing real-time data insights, accelerating drug development and reducing costs.
Successful integration of AI tools requires a structured digital strategy to manage organizational change while ensuring regulatory compliance in clinical research.
Deep dives
Transforming Clinical Trials with AI
AI is significantly transforming the clinical trial process by automating previously manual and time-consuming tasks, which can take around 12 years and $2.6 billion to bring a new drug to market. By leveraging AI and data analytics, the clinical development process can be streamlined, allowing for real-time insights into patient data that can inform early decisions about trial effectiveness. This shift towards understanding data in real-time means identifying when to adjust trial parameters, such as reducing patient enrollment numbers or discontinuing ineffective treatments sooner. Consequently, this not only accelerates drug development but can also lead to substantial cost savings and improved patient outcomes.
Enhancing Visibility and Decision-Making
The integration of AI tools provides critical visibility into clinical trial operations, enabling sponsors to make better-informed decisions throughout the trial process. By utilizing real-time data, stakeholders can adaptively manage trials rather than relying on static interim analyses, which often delay necessary changes. This enhanced transparency helps identify potential issues early, ultimately reducing trial failures, which is particularly crucial when deploying competitive therapies. Companies that successfully implement AI-driven insights can solidify their market position and capitalize on faster patient enrollment timelines.
Scaling Digital Strategies in Clinical Trials
Organizations are increasingly adopting AI-powered digital tools to enhance the scalability and accessibility of clinical trials across various therapeutic areas. A programmatic approach enables the optimization of multiple research programs concurrently, which not only improves efficiency but also generates insights that can inform future trials. However, as these technologies advance, there is a pressing need for companies to manage change effectively and ensure compliance with regulatory requirements. Balancing innovation with a structured digital strategy will be essential for maximizing the benefits of AI in the clinical research landscape.
Today’s guest is Michelle Longmire, Co-founder and CEO of Medable. Medable is a platform technology company that accelerates drug development by improving evidence generation in clinical trials. Michelle joins us on the show today to explore how AI is transforming the clinical trial experience for patients, sites, and sponsors from start to finish. Michelle also offers valuable advice on adopting a portfolio-level digital strategy and managing the organizational change required to embrace AI innovation in clinical research. This episode is sponsored by Medable. Learn how brands work with Emerj and other Emerj Media options at emerj.com/ad1.
Get the Snipd podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered podcast player
Listen to all your favourite podcasts with AI-powered features
Discover highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share & Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered podcast player
Listen to all your favourite podcasts with AI-powered features
Discover highlights
Listen to the best highlights from the podcasts you love and dive into the full episode