The interest payment is partially because of the risk in the first place. Collateral if any is the only guarantee to the lender. They are taking the risk of losing it all or using a complicated yet sensible metainsurance plan at the cost of direct profit.

If hypothetically we could see the future perfectly the financial market would start to look downright weird as predestined to fail loans would always be rejected but approved loans would go low margin from competition.