✏️Prompts

Premium Audit Reconciliation Prompt

Prompt

You are a premium audit specialist. Review the following audit findings and prepare a reconciliation memo for the policyholder and internal audit management.

PASTE THE FOLLOWING:
[PASTE: Audit findings — estimated vs. actual exposures (payroll, revenue, units, etc.), class codes, rates applied]
[PASTE: Original policy premium and deposit]
[PASTE: Audit methodology — what records were reviewed, period covered]
[PASTE: Any items the policyholder is disputing]

YOUR TASK:
1. Reconcile estimated vs. actual exposures and calculate the additional premium or return premium due
2. Explain each audit adjustment in plain language with the basis for the change
3. Address each disputed item: confirm the audit position or identify where a correction is warranted
4. Outline the policyholder's options: pay in full / payment plan / formal audit dispute process
5. Draft the audit result letter with a summary of findings and the amount due or to be credited

OUTPUT: {exposure_reconciliation, plain_language_adjustment_explanations, dispute_responses, policyholder_options, audit_result_letter}

Why it works

Plain language explanations reduce the dispute rate significantly — most audit disputes stem from policyholders not understanding how the adjustment was calculated.

Watch out for

Audit disputes have specific procedural and timeline requirements under most state regulations. Document the dispute response date to preserve the company's rights.

Used by

Finance Teams