Detective controls are mechanisms designed to identify and alert organizations to errors, irregularities, or unauthorized activities after they have occurred, enabling timely corrective actions. These controls are essential for maintaining the integrity of processes and systems by providing insights into potential issues and ensuring compliance with policies and regulations.