Fairness Accountability and Transparency framework (FAT)

The Fairness, Accountability, and Transparency (FAT) framework is a set of principles designed to ensure that decision-making systems—especially those driven by artificial intelligence—are fair, responsible, and open. It encourages organizations to assess their systems for biases, ensure they can explain how decisions are made, and be accountable for their impacts. Essentially, FAT aims to promote trust and ethical use of technology by making processes clear, fair, and subject to oversight, helping prevent harm and promoting equitable treatment for all individuals affected by these systems.