The ETHICS Framework was developed to support reflective and responsible decision-making throughout the lifecycle of archival data projects. The framework centers on principles of Engagement, Transparency, Harm Reduction, Integrity, Care, and Stewardship. It is designed as a practical tool to help librarians and archivists document decisions, identify risks, support accountability, and encourage ongoing reflection during the creation and use of data derived from archival materials.