AI Adoption Governance

Create a comprehensive playbook for organizations to scale AI across functions while managing risk and ethics. Include governance structures, model risk management, data governance, security, workforce upskilling, and metrics for value realization. Compare approaches across industries and maturity levels, and outline a 3-stage roadmap with governance guardrails and audits.