Applying multimodal biological foundation models across therapeutics and patient care

Amazon AWS AI Blog / 4/24/2026

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Key Points

  • The article explains how multimodal biological foundation models (BioFMs) operate and why combining multiple data modalities can be valuable for biological tasks.
  • It highlights real-world applications of multimodal BioFMs across drug discovery and clinical development workflows.
  • It discusses how these models can support patient care use cases by connecting model capabilities to healthcare decision-making needs.
  • It describes how AWS helps organizations build and deploy multimodal BioFMs into practical environments for research and healthcare operations.
In this post, we'll explore how multimodal BioFMs work, showcase real-world applications in drug discovery and clinical development, and contextualize how AWS enables organizations to build and deploy multimodal BioFMs.