Ireland Guidelines for the Responsible Use of AI in the Public Service (2025) 4.3d: Check data quality and integrity before training and follow data management policies and documentation

What does 4.3d require?

Before any AI system is trained, the data is carefully checked to correct errors and tackle possible bias. Written policies and procedures govern how data is stored, used and deleted, in line with the body's organisational policies, and testing and documentation cover every step of the lifecycle.