Finance leaders are increasingly seeing the same issue crop up in accounts payable. Despite well-defined workflows and accurate reporting, friction is becoming more frequent. Supplier disputes escalate more often, invoices sit longer in approval queues, and month-end close takes progressively more effort due to repeated manual chasing of missing or inconsistent data.