AI in Payroll Processing Quiz

Answers and explanations appear as you take the quiz.

1. Why does payroll anomaly detection compare each employee's pay with their own history, not only with a company-wide limit?
   • Company-wide limits are illegal
   • An amount normal for one employee can be highly unusual for another, so personal baselines catch errors a single limit would miss
   • History comparisons are needed to calculate tax
   • It removes the need for human approval
2. Which signal does the guide describe as a strong indicator of possible payroll diversion fraud?
   • An employee enrolling in a 401(k) plan
   • A scheduled annual raise
   • A direct deposit bank account change shortly before payday
   • An employee taking vacation
3. Which state does the guide name as the best-known example of a convenience of the employer rule?
   • New York
   • Texas
   • Florida
   • Nevada
4. What is the general effect of a reciprocity agreement between two neighboring states?
   • Employees pay no state income tax anywhere
   • The employer withholds for both states at full rates
   • Local taxes are eliminated
   • The employer withholds for the employee's home state instead of the work state
5. According to the guide, what role should AI play relative to the payroll tax engine?
   • AI should replace the tax engine for faster calculations
   • AI flags inputs and setups that look wrong, while gross-to-net and tax calculations stay in deterministic rule engines
   • AI should set tax rates based on past payrolls
   • AI should approve pay runs without human review
6. How should an employee payroll bot's data access be scoped?
   • Authenticated, and limited to the requesting employee's own records
   • Open to all employee records, so it can compare pay
   • Limited to public web information
   • Unrestricted, as long as conversations are logged
7. Which combination most suggests a ghost employee?
   • An employee with a recent promotion and raise
   • An employee who changed their W-4 withholding
   • An active record sharing a bank account and address with another employee and having no timekeeping records
   • An employee who works overtime during a busy season
8. Which employee question should a payroll bot send to a human specialist, according to the guide?
   • Where to find last month's pay stub
   • How to view a deduction on the stub
   • When the next pay date is
   • A question about a wage garnishment