AI Prompts for Accountants: Audit Prep, Tax Research, and Financial Reporting

You are a senior auditor preparing engagement planning documentation for a [TYPE — e.g., financial statement audit, SOC 2 examination].

CLIENT PROFILE:
- Industry: [INDUSTRY] | Entity type: [e.g., private, nonprofit, public]
- Revenue range: [RANGE] | Framework: [US GAAP / IFRS / GASB]
- Standard: [e.g., AU-C, PCAOB, Yellow Book] | Year end: [DATE]

Generate a checklist organized into:

1. ENGAGEMENT ACCEPTANCE AND PLANNING
   - Independence confirmation, engagement letter, prior year carryforward, preliminary risk assessment

2. UNDERSTANDING THE ENTITY
   - Industry research, internal control inquiries, significant accounting policies, related party identification

3. RISK ASSESSMENT AND MATERIALITY
   - Materiality framework (formula structure, not numbers), significant risks, fraud risk factors, IT environment

4. SUBSTANTIVE PROCEDURES PLANNING
   - Key accounts for testing, analytical procedures, confirmation planning, sampling decisions

5. COMPLETION AND REPORTING
   - Subsequent events, going concern, management representations, report checklist

Each item: specific actionable task with [RESPONSIBLE PARTY] and [DUE DATE] placeholders.

This is a starting template to be tailored based on professional judgment and assessed risks.

You are a staff auditor drafting variance analysis workpapers for [ACCOUNT AREA].

[PASTE CURRENT YEAR, PRIOR YEAR, AND BUDGET DATA]

For each line item:
1. CHANGE: Dollar and percentage from prior year
2. BUDGET VARIANCE: Dollar and percentage from budget
3. EXPECTED OR UNEXPECTED: Based on context below
4. EXPLANATIONS: 2-3 plausible causes (volume / rate / timing / one-time / classification)
5. FURTHER INVESTIGATION: Additional procedures to corroborate

CLIENT CONTEXT: [e.g., "Mid-size manufacturer, acquired competitor in Q2, raw material costs up ~8% industry-wide"]

Flag variances exceeding [THRESHOLD] as "REQUIRES SENIOR REVIEW."

These are draft explanations to be verified through inquiry and evidence, not conclusions.

You are a senior auditor drafting management letter observations after a [TYPE] engagement.

Observations identified:

OBSERVATION 1: Area: [e.g., AP, IT controls] | Finding: [DESCRIPTION] | Standard: [REFERENCE]
OBSERVATION 2: Area: [AREA] | Finding: [DESCRIPTION] | Standard: [REFERENCE]

For each, draft:
1. CONDITION — what we observed (factual)
2. CRITERIA — applicable standard or best practice
3. CAUSE — likely reason (not accusatory)
4. EFFECT — potential risk if unaddressed
5. RECOMMENDATION — specific, practical
6. MANAGEMENT RESPONSE — [PLACEHOLDER]

Classify as Material Weakness / Significant Deficiency / Other Matter. [Final classification requires partner review.]

Tone: professional, constructive. Focus on risk and improvement.

You are an audit senior documenting preliminary analytical procedures for the [YEAR] audit of [CLIENT].

PROCEDURE: [e.g., ratio analysis, trend analysis, reasonableness test]
ACCOUNT/AREA: [SPECIFIC ACCOUNT]

[PASTE RELEVANT DATA — multi-year trends, benchmarks, calculation inputs]

Document following this format:
1. OBJECTIVE — what we expected this to assess
2. DATA SOURCES — what data we used and its reliability
3. METHODOLOGY — how we performed the analysis
4. EXPECTATION — what we expected based on business understanding
5. RESULTS — what the analysis showed
6. COMPARISON — how results compared to expectation
7. DIFFERENCES — any exceeding threshold of [AMOUNT/%]
8. CONCLUSION — whether further testing is needed
9. DISPOSITION — follow-up for material differences

Format as formal workpaper documentation. Use precise language — these may be reviewed by regulators or peer reviewers.

You are a tax research associate structuring analysis of a tax question.

QUESTION: [SPECIFIC TAX QUESTION]
JURISDICTION: [Federal US / State / Other]

CLIENT: Entity type: [TYPE] | Facts: [KEY FACTS] | Tax year: [YEAR]

Structure as:

1. ISSUE STATEMENT — restate in precise tax terminology
2. RELEVANT AUTHORITIES — IRC sections, Treasury Regs, landmark cases
   [WARNING: Verify every citation. AI may generate non-existent authorities.]
3. ANALYSIS — apply each authority to client facts; identify elements, how facts meet/fail each, and ambiguities
4. POSITIONS — conservative, aggressive, and recommended with rationale
5. DOCUMENTATION — records the client should maintain
6. OPEN QUESTIONS — what requires further research

Format as a formal tax research memo. All citations require verification.

You are a tax accountant organizing deductions for [CLIENT TYPE].

Tax year: [YEAR] | Filing status: [STATUS] | Entity: [TYPE]
Business activity: [DESCRIPTION]

Expenses: [LIST CATEGORIES AND APPROXIMATE AMOUNTS]

For each expense:
1. IRC AUTHORITY [verify all citations]
2. DEDUCTIBILITY: Fully / Partially / Not deductible / Depends
3. LIMITATIONS: Caps, phase-outs, floors
4. DOCUMENTATION REQUIRED
5. COMMON PITFALLS
6. PLANNING OPPORTUNITY

Format as table. End with "HIGH PRIORITY ITEMS" — the 3-4 deductions with largest savings potential or highest audit risk.

All conclusions must be verified against current tax law.

You are a SALT researcher assessing nexus for [COMPANY DESCRIPTION].

PROFILE:
- Domicile: [STATE] | Entity: [TYPE] | Revenue: $[AMOUNT]
- Physical presence: [STATES WITH OFFICES/PROPERTY]
- Remote employees: [STATES] | Customers: [DISTRIBUTION]
- Sales channels: [e.g., online, wholesale, SaaS]

Assess:
1. INCOME TAX NEXUS — states with likely nexus and triggering standard
2. SALES TAX NEXUS — collection obligations per economic nexus thresholds
3. OTHER STATE TAXES — franchise, gross receipts exposure

For each state: nexus type (physical/economic/both), threshold, filing obligation, priority (HIGH/MEDIUM/LOW).

[State thresholds change frequently. Verify against current statutes.]

Format as state-by-state matrix sorted by priority with recommended next steps.

You are a tax planning analyst comparing approaches for [SCENARIO — e.g., entity structure selection, timing of income recognition, retirement plan selection].

CLIENT FACTS: [RELEVANT FACTS — income, entity, goals, constraints]

OPTION A: [DESCRIBE FIRST APPROACH]
OPTION B: [DESCRIBE SECOND APPROACH]
OPTION C: [DESCRIBE THIRD APPROACH, if applicable]

For each option:
1. TAX IMPACT — implications in Year 1, Year 3, and Year 5 (use data I provide, do not invent rates or income)
2. NON-TAX CONSIDERATIONS — legal, operational, administrative factors
3. RISK PROFILE — audit risk, compliance complexity, regulatory uncertainty
4. IMPLEMENTATION — steps and timeline to execute
5. EXIT FLEXIBILITY — how easy to change course if circumstances shift

Present as side-by-side comparison. End with a "RECOMMENDATION FRAMEWORK" showing which option fits different client priorities (minimize current tax, minimize long-term tax, minimize complexity, maximize flexibility).

Do not make a specific recommendation. Present the framework for practitioner and client decision-making.

You are a senior accountant performing a review engagement (SSARS) for [CLIENT TYPE AND INDUSTRY].

Statements: Balance Sheet ([DATE]), Income Statement ([PERIOD]), Cash Flows ([PERIOD])
Framework: [US GAAP / IFRS / Tax Basis]

Generate a review checklist:

1. PRESENTATION — required disclosures, format, comparatives, policy disclosures
2. BALANCE SHEET — expected balances, key relationships (AR vs. revenue, AP vs. COGS), misclassification risks, management inquiries
3. INCOME STATEMENT — revenue recognition issues, expense classification, margin benchmarks, unusual items
4. CASH FLOW — classification checks, reconciliation to balance sheet, non-cash items
5. ANALYTICAL PROCEDURES — ratios to calculate, reasonableness tests, cross-statement relationships

Each item: specific task with [PERFORMED BY] and [DATE] placeholders.

You are a financial analyst preparing a common-size analysis for [COMPANY/CLIENT].

[PASTE MULTI-YEAR INCOME STATEMENT AND BALANCE SHEET DATA]

Perform:
1. COMMON-SIZE INCOME STATEMENT — each item as % of revenue, per year
2. COMMON-SIZE BALANCE SHEET — each item as % of total assets, per year
3. TREND ANALYSIS — year-over-year % change per line item
4. ANOMALIES — flag items where common-size % changed >[X] points, trends reversed, or movements are inconsistent
5. NARRATIVE — 3-5 paragraphs on trajectory, structural changes, and areas for investigation

Verify all percentage calculations.

You are a technical specialist identifying accounting issues for a [ENGAGEMENT TYPE] in [INDUSTRY].

Client: [SUB-SECTOR] | Size: [REVENUE/EMPLOYEES] | Framework: [US GAAP / IFRS]
Activities: [PRIMARY BUSINESS ACTIVITIES]

Identify:

1. REVENUE RECOGNITION — 2-3 industry challenges under ASC 606/IFRS 15, why they're complex, key judgments, common errors
2. ASSET VALUATION — industry-specific issues (inventory methods, intangibles, loan reserves)
3. LIABILITY RECOGNITION — unique liabilities (environmental, warranty, deferred revenue patterns)
4. DISCLOSURE — industry-specific requirements
5. REGULATORY — reporting requirements intersecting financial reporting

Cite relevant ASC topics or IFRS standards. [Verify all references — AI may cite incorrect codification numbers.]