Governing medical AI under the EU AI Act: an integrated compliance-by-design framework
A compliance-by-design framework is proposed that translates overlapping legal requirements into a set of auditable governance artefacts covering system classification, regulatory mapping, data governance, validation, human oversight, conformity assessment, post-market monitoring, and change control.