How does AI loan document processing support model risk management?

Good AI loan document processing creates the evidence model risk teams need: confidence scores, correction logs, validation results, change logs and source lineage for every value. The April 2026 interagency guidance keeps documentation, effective challenge and vendor-model validation principles, so ask vendors for that evidence before you sign, not after.