Data Ethics and Compliance refers to the responsible, lawful, and transparent use of data within an organization. It combines regulatory adherence with ethical principles to ensure that data collection, analysis, storage, and sharing respect privacy, fairness, accountability, and human rights.

This framework includes compliance with applicable data protection laws, informed consent practices, data minimization, purpose limitation, bias mitigation in analytics, algorithmic transparency, and secure data governance. It also establishes internal oversight mechanisms such as ethics committees, audit trails, and risk assessments to prevent misuse or harm.

By embedding ethical standards alongside legal compliance, organizations build trust, protect stakeholder interests, and ensure that data-driven decision-making aligns with societal values and institutional integrity.