As automotive finance portfolios grow, contact centre cost becomes a structural constraint on profitability. Every agreement generates predictable servicing interactions such as settlement quotes, balloon repayment queries and account updates, all of which traditionally require agent time. As volumes increase, so do recruitment costs, training overhead, infrastructure demands and operational complexity. For many regulated lenders,