Healthcare and life sciences (HCLS) organizations are generating large volumes of patient-level data spanning genomic, clinical, medical imaging, and other modalities. While this multimodal data offers a comprehensive view that can improve patient outcomes, analyzing it at scale remains challenging. Each modality requires distinct storage infrastructure and domain-specific formats (FHIR for clinical records, DICOM for…