AI in Governance and Workplace

Evaluate how organizations can responsibly integrate AI into decision making and operations across government and industry. Compare governance models for accountability, bias mitigation, explainability, data governance, and workforce retraining. Develop an ethical implementation blueprint with pilot design, success metrics, regulatory guardrails, and accountability structures that ensure transparency and public trust.