This case tests profitability analysis and mental math rigor. The interviewee must carefully structure a comparison of expected profits between two systems, accounting for approval rates, bad loan rates, and operational costs. The non-obvious insight is that despite lower approval rates and higher per-loan costs, the new system generates higher profits due to dramatically reduced bad loans.