Description: Governance frameworks are structured approaches that enable effective governance management in technology environments, especially in the cloud. These frameworks establish policies, procedures, and controls that ensure technological operations align with the organization’s strategic objectives while mitigating risks and complying with regulations. In the context of ethics and bias in artificial intelligence (AI), governance frameworks are crucial for ensuring that AI systems are developed and used fairly and responsibly, minimizing bias and promoting transparency. In a zero-trust environment, these frameworks help establish a robust security architecture that assumes no entity, whether internal or external, is completely trustworthy. This involves implementing strict access controls, multi-factor authentication, and continuous monitoring to protect data and infrastructure. In summary, governance frameworks are essential for managing the complexity and ethical challenges that arise at the intersection of technology, security, and social responsibility.