The core workflows are similar: intake, validation, covenant tracking and portfolio monitoring. Non-bank lenders often have leaner teams and more varied borrower reporting, so automated validation can create more capacity. Banks face formal model risk and third-party risk expectations. Both benefit from audit trails, human review and clear agent permissions.
