Healthcare AI adoption should begin with understanding organizational readiness. Skills gap analysis, workflow mapping, governance assessments, and shadow AI audits can identify where risks and opportunities exist before organizations invest heavily in large-scale AI deployment. https://www.adoptify.ai/ai-adoption-in-healthcare/