The realm of non-bank lending underwriting is undergoing a significant transformation fueled by intelligent automation. Conventional systems have been manual, relying heavily on human assessment . Now, machine learning are implemented to review vast amounts of records, improving efficiency and reducing risk . This modern technique offers greater sp