1. Introduction: The Risk You Don’t See Until It’s Too Late AI systems are often evaluated based on accuracy, speed, and performance. If the model delivers correct outputs most of the time, it is considered successful. But there is a critical question many organisations fail to ask: Is the AI system fair for all users?…