Workflow-first medical imaging AI for oncology and musculoskeletal care that supports radiologists and clinical teams with explainable, doctor-in-the-loop decision support. Converts radiology reports and imaging into clear, structured next steps using a domain-specific medical language model, designed for practical deployment with low integration overhead.