Multimodal data pipelines are transforming pharmaceutical research by integrating medical imaging, clinical records, and omics data into unified AI-ready datasets. These pipelines enable more accurate models, faster drug discovery, and deeper insights, helping researchers leverage real-world data to improve outcomes and accelerate innovation in healthcare.