Credit organisations within financial institutions are integral units that assess, manage, and distribute credit to individuals and businesses. These organizations traditionally relied on conventional methods, such as manual underwriting, rigid scoring models, and human-led decision-making processes. While these systems provided structure, they were often plagued by inefficiencies, limited scalability, and