Research consortia have become essential engines of discovery, connecting universities, hospitals, small biotech firms, and pharmaceutical partners around shared scientific goals. But while the science may be collaborative, the data infrastructure is often fragmented. Each institution brings its own storage systems, security policies, file formats, and technical skill levels. What begins as a promising multi-site…