Explainable Artificial Intelligence for Strategic Decision-Making in Management Information Systems: A Critical Review of Transparency, Trust, and Governance Frameworks
The review argues that XAI should not be treated as a technical add-on to predictive modelling; it must be embedded across the complete decision lifecycle through data governance, model documentation, explanation quality controls, stakeholder participation, human oversight and continuous monitoring.