Intermediate

SaaS deferred revenue reconciliation: contract mods and credits

Reconciles deferred revenue with contract modifications, credits, and proration, producing an exception log. Useful for close and audit support in SaaS businesses.

Reconcile deferred revenue for {company_name} for period ending {period_end_date}.

Inputs:
- Deferred revenue GL and subledger: {deferred_rev_data}
- Contract modifications and upgrades: {contract_mods}
- Credits/refunds: {credits_refunds}
- Proration rules: {proration_rules}
- Revenue recognition schedule: {rev_schedule}

Output:
1) Rollforward reconciliation with tie-outs.
2) Exception log: item, root cause, proposed fix, owner.
3) Recommended entries/adjustments.
4) Control improvements (approval of credits, contract mod tracking).

Keep it audit-friendly.

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Nonprofit: Functional Expense Allocation (990)

Allocates expenses between Program, Management, and Fundraising buckets.

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CECL allowance model governance: assumptions, controls, and doc

Designs a CECL model governance and documentation package including assumptions, controls, and validation. Useful for banks and auditors supporting allowance estimates.

GPT-5.2 Thinking; GPT-4.1; o3-mini
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Retail gross margin bridge: markdowns, mix, shrink, freight

Builds a gross margin bridge explaining changes driven by markdowns, mix, shrink, and freight. Useful for merchandising and finance alignment.

GPT-5.2 Thinking; GPT-4.1; o3-mini
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47