Introduction Spanning from credit decisions, fraud detection, customer service, to risk management, banks and other regulated entities in India have gradually shifted their reliance on spreadsheet-based calculators to high-tech AI and machine learning systems. This transition has brought tangible efficiencies but also a new class of risk not covered by traditional banking supervision. To address…