How administer compensation, rewards, and incentives to employees are reshaped as AGI capability advances.

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Trigger: A scheduled pay period concludes or an employee achieves a milestone that qualifies for a performance-based reward or stipend.
Outcome: Faculty and staff receive accurate monetary compensation and incentives on time, with all tax, benefit, and ledger records correctly updated.