Judged entirely by its exceptions
Payroll is judged entirely by exceptions. Run it correctly for two years and nobody mentions it; get one person's deduction wrong and it is the only thing discussed that week.
So it is built around checking rather than speed: a review file before anything is paid, statutory deductions computed and deposited on time, and payslips that answer the question rather than prompting it.