Healthcare Analytics Challenges: A Three-Pillar Framework Connecting Analytics Maturity, Workforce Agility, and Technical Enablement

Research repository for a Viewpoint paper proposing Human-in-the-Loop Knowledge Governance (HITL-KG), a socio-technical framework for mitigating institutional amnesia in healthcare analytics. Includes a Three-Pillar Assessment Rubric, validated query triple architecture, and a Python-based literature review tool implementing Clean Architecture for academic claim verification.