Workplace AI Governance

Create a practical framework for responsible artificial intelligence deployment in workplaces. Include risk assessment categories, data minimization and privacy protections, explainability and accountability, governance structures (committees, audits, redress), worker rights, vendor risk management, and metrics to monitor impact on productivity, well-being, and equity. Provide step-by-step guidance for pilots, scale-up, and continuous oversight across industries.