Agentforce, the GenAI Agent by Salesforce
This white paper explores the transformative potential of Generative AI (GenAI) in addressing critical challenges in clinical trials, offering a roadmap for implementation and real-world examples.
We first highlight modern clinical trials' major hurdles: high costs, data complexity, and patient recruitment difficulties. We then introduce GenAI as a robust solution capable of automating communication, streamlining documentation, and enhancing participant recruitment and retention.
Key benefits of GenAI in clinical trials include:
We provide a comprehensive implementation checklist for GenAI systems, covering crucial aspects such as problem definition, data preparation, model selection, ethical considerations, and regulatory compliance. This practical guide offers valuable insights for organizations integrating GenAI into their clinical trial processes including use-cases with detailed examples, and potential challenges and solutions.
This white paper offers a glimpse into the future of clinical trials for professionals in the pharmaceutical, biotechnology, and clinical research fields. It balances theoretical knowledge with practical implementation strategies, making it an invaluable resource for those looking to leverage GenAI to improve trial efficiency, reduce costs, and ultimately bring life-saving treatments to the market faster.
Whether you're a clinical researcher, data scientist, or healthcare executive, this paper provides critical insights into the intersection of AI and clinical research. It's a must-read for anyone interested in the future of drug development and clinical trials in the age of artificial intelligence.