With genetic, molecular, radiology, pathology, and EHR data all in routine use, oncology is arguably the most data-rich field in all of medicine. In collaboration with local and industry partners, we are developing strategies for interpreting and integrating multimodal AI solutions in oncology and extracting insights from real-time EHR data.