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
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GPT-5.6
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.
...more
Added 2 weeks ago
