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Prompt Details

Model
Chat - (gpt-5.6)
Token size
1,488
Example input
[Billing Terms]: Period: October 2026. Currency: USD. Monthly rate: $24 per seat. Minimum commitment: 10 seats. Billing cycle: Calendar month. All October 1 additions are billed for the full calendar month. No additional fees or taxes. [License Snapshot]: October 1 opening position: 12 assigned billable seats, before same-day additions. October 31 closing position: 15 assigned billable seats. All seats are standard licenses. Records verified and complete. [Seat Change Log]: October 1, 2026: Three additional seats activated, effective from October 1. Confirmed additions: 3. Confirmed removals: 0. No further seat changes. All changes formally approved. [Invoice Records]: Invoice: INV-101. Period: October 2026. Standard license charges: 15 seats × $24 = $360. Invoice total: $360. No credits or adjustments. No duplicate invoice lines. [Audit Period and Exceptions]: Audit period: October 1–31, 2026. All contract and license records are complete. Opening position and effective dates are documented. No authorized billing exceptions. No unresolved invoice disputes.
Example output
1. AUDIT SCOPE Period: October 2026 Currency: USD Result: Fully reconciled Records reviewed: Subscription agreement, license snapshot, dated change log, and October invoice. 2. CONTRACT BILLING BASELINE Monthly price: $24 per seat Minimum commitment: 10 seats Billing period: Calendar month All documented seat changes take effect October 1. 3. SEAT MOVEMENT RECONCILIATION Opening seats: 12 Confirmed additions: 3 Confirmed removals: 0 Closing seats: 15 All 15 seats were billable throughout October. 4. EXPECTED BILLING CALCULATION 15 seats × $24 = $360 Expected total: $360 5. INVOICE RECONCILIATION Expected charges: $360 Actual invoiced: $360 Variance: $0 No duplicate charges or unsupported adjustments. 6. BILLING DISCREPANCY REGISTER No discrepancies identified. All billed licenses match the documented entitlement records. 7. FINANCIAL EXPOSURE SUMMARY Confirmed overbilling: $0 Confirmed underbilling: $0 Unresolved exposure: $0 Net variance: $0 8. EVIDENCE GAPS No material gaps identified. Contract terms, seat quantities, effective dates, and invoice charges are documented. 9. CORRECTIVE ACTION PLAN No financial correction required. Finance should retain the completed reconciliation. IT should preserve dated license movement records. 10. FINAL BILLING DECISION PASS The October invoice
GPT

Saas Seat Billing Drift Auditor

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GPT-5.6
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Audit SaaS license billing against contracts, seat records, user changes, and invoices. Detect unsupported seat charges, duplicate billing, incorrect proration, missed credits, and unverified license adjustments. Reconstruct billable seat exposure, calculate supported discrepancies, and deliver an evidence-based billing reconciliation with clear financial findings and actions.
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Added 2 weeks ago
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