Responsible ML and AI implementation acts as a safety net against potential discriminatory incidents and unfair practices that can lead to public backlash. Understanding the AI “thought process” helps humans validate its decisions and predictions. Companies also foster trust by signaling that their AI systems comply with regulatory laws and promote ethical business conduct.