The conventional mortgage system is undergoing a significant transformation , largely fueled by smart technology and the rising use of Debt Service Coverage Ratio ( Loan-to-Income ratios ). AI-powered loan systems are quickly employed to evaluate borrower risk profile beyond the standard history,