50 AI Prompts for Accountants & CPAs: Tax, Audit, and Advisory (2026)

You are a senior FP&A analyst reviewing monthly financials for [COMPANY NAME].

Actual vs. budget data for [MONTH/YEAR]:
- Revenue: $[ACTUAL] vs. $[BUDGET]
- COGS: $[ACTUAL] vs. $[BUDGET]
- Operating expenses: $[ACTUAL] vs. $[BUDGET]
- Net income: $[ACTUAL] vs. $[BUDGET]

Write a variance analysis that includes:
- Executive summary (3 sentences max)
- Revenue variance breakdown by driver (volume, price, mix)
- Cost variance analysis with root causes
- Materiality flags for variances exceeding 5%
- Recommended actions for unfavorable variances

Format as a professional memo. Use tables for numerical comparisons.

You are a financial analyst preparing a 13-week cash flow forecast.

Current position:
- Cash on hand: $[AMOUNT]
- Weekly average receipts: $[AMOUNT]
- Weekly average disbursements: $[AMOUNT]
- Upcoming large payments: [LIST WITH DATES]
- Seasonal factors: [DESCRIBE PATTERNS]

Create a rolling 13-week cash flow projection including:
- Weekly receipts forecast with collection assumptions
- Disbursement schedule by category
- Running cash balance
- Minimum cash threshold alerts
- Recommended actions if balance drops below $[THRESHOLD]

Present in a weekly table format.

Analyze the following financial statements for [COMPANY NAME] in [INDUSTRY].

Balance sheet data: [INSERT KEY FIGURES]
Income statement data: [INSERT KEY FIGURES]
Cash flow data: [INSERT KEY FIGURES]

Calculate and interpret these ratio categories:
1. Liquidity (current ratio, quick ratio, cash ratio)
2. Profitability (gross margin, operating margin, ROE, ROA)
3. Leverage (debt-to-equity, interest coverage, debt ratio)
4. Efficiency (inventory turnover, receivable days, payable days)
5. Valuation (P/E, EV/EBITDA if publicly traded)

For each ratio:
- State the calculated value
- Compare to industry benchmarks for [INDUSTRY]
- Flag any ratios outside normal ranges
- Provide a one-sentence interpretation

End with a 3-sentence overall financial health assessment.

Calculate a break-even analysis for [BUSINESS/PRODUCT LINE].

Fixed costs (monthly):
- [LIST EACH FIXED COST AND AMOUNT]

Variable costs per unit:
- [LIST EACH VARIABLE COST AND AMOUNT]

Selling price per unit: $[PRICE]

Provide:
- Break-even point in units and dollars
- Contribution margin per unit and ratio
- Margin of safety at [EXPECTED VOLUME] units
- Sensitivity analysis: impact of 5%, 10%, 15% changes in price
- Sensitivity analysis: impact of 5%, 10%, 15% changes in variable costs
- Visual summary table showing all scenarios

You are a financial advisor reviewing working capital for [COMPANY NAME].

Current metrics:
- Accounts receivable: $[AMOUNT], DSO: [DAYS]
- Inventory: $[AMOUNT], DIO: [DAYS]
- Accounts payable: $[AMOUNT], DPO: [DAYS]
- Cash conversion cycle: [DAYS]

Industry benchmarks: DSO [X], DIO [X], DPO [X]

Write a working capital optimization memo:
1. Gap analysis vs. industry benchmarks
2. Three specific strategies to reduce DSO
3. Inventory optimization recommendations
4. Payable management opportunities (without damaging vendor relationships)
5. Projected cash impact of implementing top 3 recommendations
6. Implementation timeline and priority ranking

You are a tax planning specialist advising a client with these details:

Filing status: [STATUS]
Estimated AGI: $[AMOUNT]
State of residence: [STATE]
Employment: [W-2/SELF-EMPLOYED/BOTH]
Major income sources: [LIST]
Current deductions: [ITEMIZED/STANDARD, KEY ITEMS]
Retirement contributions: [401K, IRA AMOUNTS]
Investment portfolio: [BRIEF DESCRIPTION]
Life changes this year: [MARRIAGE/HOME PURCHASE/CHILD/ETC.]

Develop a tax planning strategy for [TAX YEAR] that covers:
1. Income timing strategies (defer/accelerate)
2. Deduction optimization (itemized vs. standard analysis)
3. Retirement contribution maximization
4. Investment tax-loss harvesting opportunities
5. Estimated tax payment schedule
6. Year-end planning moves with deadlines
7. State-specific considerations for [STATE]

Present as a client-friendly action plan with deadlines.

A client is starting a [BUSINESS TYPE] with projected revenue of $[AMOUNT] and net income of $[AMOUNT].

Compare tax implications across entity structures:
- Sole proprietorship
- Single-member LLC
- S corporation
- C corporation
- Partnership (if applicable)

For each structure, analyze:
1. Self-employment tax exposure
2. Federal income tax at projected income levels
3. State tax implications in [STATE]
4. Reasonable compensation requirements (S corp)
5. Qualified business income deduction eligibility
6. Payroll tax obligations
7. Administrative costs and compliance burden

Create a comparison table and provide a clear recommendation with reasoning.

Generate a customized tax document checklist for a client with these characteristics:

Client type: [INDIVIDUAL/BUSINESS]
Filing status: [STATUS]
Income sources: [W-2, 1099-NEC, 1099-INT, RENTAL, ETC.]
Business type (if applicable): [TYPE]
Has investments: [YES/NO]
Has rental property: [YES/NO]
Has dependents: [YES/NO, AGES]
Has crypto transactions: [YES/NO]
State: [STATE]

Create a comprehensive checklist organized by category:
- Personal identification documents
- Income documents by source
- Deduction documentation
- Business-specific documents (if applicable)
- Investment and capital gains records
- Prior year return reference items
- New items for [TAX YEAR] tax law changes

Format as a client-ready checklist with checkboxes.

Calculate quarterly estimated tax payments for [TAX YEAR].

Client profile:
- Projected total income: $[AMOUNT]
- Income type: [SELF-EMPLOYMENT/INVESTMENT/RENTAL/MIX]
- Filing status: [STATUS]
- Withholding from W-2 (if any): $[AMOUNT]
- Prior year total tax: $[AMOUNT]
- State: [STATE]

Provide:
1. Federal estimated tax calculation using both methods:
   - 90% of current year tax
   - 100/110% of prior year tax (based on AGI threshold)
2. Quarterly payment amounts and due dates
3. State estimated tax requirements for [STATE]
4. Safe harbor analysis
5. Penalty exposure if underpaid
6. Recommendation on which method to use and why

You are a tax research associate drafting an IRC analysis memo.

Issue: [DESCRIBE THE TAX QUESTION]
Relevant facts: [KEY FACTS]
Client situation: [CONTEXT]

Draft a tax research memo following this structure:
1. Issue statement (one clear question)
2. Short answer (2-3 sentences)
3. Facts (relevant only, no padding)
4. Analysis
   - Applicable IRC section(s) with citations
   - Relevant Treasury Regulations
   - Key court cases or revenue rulings
   - How the law applies to these facts
5. Conclusion and recommended position
6. Risk assessment (conservative/moderate/aggressive)

Use proper citation format. Flag any areas where the law is unsettled.

Draft an audit planning memo for [CLIENT NAME], a [INDUSTRY] company.

Engagement details:
- Fiscal year end: [DATE]
- Revenue: $[AMOUNT]
- Total assets: $[AMOUNT]
- First-year audit: [YES/NO]
- Prior year issues: [LIST OR NONE]
- Known management changes: [LIST OR NONE]

Include these sections:
1. Client background and industry overview
2. Preliminary risk assessment (inherent, control, detection risk)
3. Materiality calculation (benchmark and rationale)
4. Key audit areas and risk ratings
5. Fraud risk factors to investigate
6. Planned audit procedures by significant account
7. Staffing requirements and timeline
8. Communication plan with management and governance

Evaluate internal controls for the [PROCESS NAME] cycle at [COMPANY NAME].

Process description: [DESCRIBE THE WORKFLOW]
Key personnel involved: [ROLES]
Systems used: [SOFTWARE/TOOLS]
Known weaknesses: [ANY PRIOR FINDINGS]

Provide:
1. Process flow narrative
2. Key controls identified (preventive and detective)
3. Control objectives mapped to assertions
4. Assessment of design effectiveness
5. Suggested test procedures for each key control
6. Potential control deficiencies or gaps
7. Recommendations for improvement with priority ratings
8. Impact assessment if controls fail

Design substantive audit procedures for [ACCOUNT/ASSERTION].

Account balance: $[AMOUNT]
Materiality threshold: $[AMOUNT]
Risk assessment: [LOW/MODERATE/HIGH]
Prior year procedures: [DESCRIBE]
Prior year findings: [ANY ISSUES]

Generate a detailed test plan including:
1. Audit objective and relevant assertions
2. Sample size determination methodology
3. Step-by-step test procedures
4. Expected evidence and documentation
5. Potential findings and how to evaluate them
6. Alternative procedures if primary approach fails
7. Documentation requirements per audit standards

Create a compliance review checklist for a [ENTITY TYPE] in [STATE].

Regulatory environment:
- Industry: [INDUSTRY]
- Federal regulations: [KEY REGULATIONS]
- State-specific requirements: [STATE]
- Reporting deadlines: [LIST KNOWN DEADLINES]

Generate a compliance checklist covering:
1. Federal filing requirements with deadlines
2. State filing requirements with deadlines
3. Industry-specific regulatory obligations
4. Payroll compliance items
5. Sales tax obligations
6. Information return requirements (1099s, W-2s)
7. Record retention requirements
8. Recent regulatory changes for [YEAR]

Format with categories, deadlines, responsible parties, and status columns.

Draft a management letter for [CLIENT NAME] based on audit findings.

Findings to include:
1. [FINDING 1: DESCRIPTION, IMPACT]
2. [FINDING 2: DESCRIPTION, IMPACT]
3. [FINDING 3: DESCRIPTION, IMPACT]

For each finding, structure as:
- Condition (what we found)
- Criteria (what should exist)
- Cause (why it happened)
- Effect (business impact)
- Recommendation (specific, actionable)
- Management response section (placeholder)

Tone: Professional, constructive, not adversarial. Prioritize findings by significance.

Write a monthly financial update email for [CLIENT NAME], owner of [BUSINESS TYPE].

This month's highlights:
- Revenue: $[AMOUNT] ([UP/DOWN] [X]% vs. last month)
- Net profit: $[AMOUNT] ([UP/DOWN] [X]% vs. last month)
- Cash position: $[AMOUNT]
- Key issue: [DESCRIBE]
- Upcoming deadline: [DESCRIBE]

Write a concise email (under 200 words) that:
- Opens with the single most important number
- Explains what drove the change in plain language
- Flags the key issue and why it matters
- States the upcoming deadline with required action
- Ends with a specific call to action (not generic "let me know")

Tone: Warm, professional, jargon-free. This client is not a financial expert.

Draft a professional engagement letter for [SERVICE TYPE] services.

Firm name: [FIRM]
Client name: [CLIENT]
Services: [DETAILED DESCRIPTION]
Fee structure: [FIXED/HOURLY/VALUE-BASED, AMOUNTS]
Timeline: [START DATE TO COMPLETION]
Payment terms: [TERMS]

Include:
1. Scope of services (specific and bounded)
2. Client responsibilities and deadlines
3. Fee schedule and payment terms
4. What is NOT included (scope exclusions)
5. Confidentiality and data handling
6. Engagement period and termination terms
7. Limitation of liability
8. Professional standards governing the engagement

Format as a formal letter ready for signature.

Write a tax projection letter for [CLIENT NAME] for [TAX YEAR].

Projected figures:
- Estimated taxable income: $[AMOUNT]
- Projected federal tax: $[AMOUNT]
- Projected state tax: $[AMOUNT]
- Total estimated tax: $[AMOUNT]
- Payments/withholding to date: $[AMOUNT]
- Remaining balance due: $[AMOUNT]

Tax planning opportunities identified:
- [OPPORTUNITY 1]
- [OPPORTUNITY 2]
- [OPPORTUNITY 3]

Write a letter that:
- Summarizes the tax situation in plain English
- Explains each planning opportunity with estimated savings
- Lists required actions and deadlines
- Includes appropriate disclaimers
- Keeps total length under 400 words

Tone: Advisory, not alarmist. Even if the number is large, present with solutions.

Create a client onboarding welcome package for a new [SERVICE] client.

Client type: [INDIVIDUAL/SMALL BUSINESS/CORPORATION]
Services engaged: [LIST]
Primary contact: [NAME]

Include:
1. Welcome letter (warm, professional, 150 words max)
2. "What to expect" timeline for first 90 days
3. Document request list specific to their engagement
4. Key deadlines for the current year
5. Communication preferences questionnaire
6. Team contact information and response times
7. FAQ section (5-7 questions new clients commonly ask)
8. Secure portal access instructions

Format as separate sections that can be compiled into a PDF package.

Help me prepare for a difficult client conversation.

Situation: [DESCRIBE — examples: late payments, errors in client records, fee increase, audit finding, scope creep]
Client relationship: [NEW/LONG-TERM/HIGH-VALUE]
Client temperament: [GENERALLY EASYGOING/TENDS TO PUSH BACK/EMOTIONAL]

Provide:
1. Opening statement (empathetic, direct, under 3 sentences)
2. Key message delivery (facts first, impact second)
3. Anticipated client objections with responses
4. Solution or path forward to propose
5. Closing that preserves the relationship
6. Follow-up email template confirming the conversation

Tone: Empathetic but firm. Never apologetic about doing the right thing.

Draft notes to the financial statements for [COMPANY NAME].

Entity type: [CORPORATION/LLC/PARTNERSHIP]
Accounting basis: [GAAP/TAX/CASH]
Fiscal year: [YEAR]
Industry: [INDUSTRY]

Key items requiring disclosure:
- Significant accounting policies: [LIST]
- Revenue recognition method: [METHOD]
- Depreciation method and useful lives: [DETAILS]
- Related party transactions: [YES/NO, DETAILS]
- Subsequent events: [YES/NO, DETAILS]
- Contingencies: [YES/NO, DETAILS]
- Debt details: [TERMS, RATES, MATURITIES]

Draft professional notes following [GAAP/OCBOA] disclosure requirements. Start with Summary of Significant Accounting Policies. Use clear, concise language appropriate for financial statement readers.

Create an annual budget template for [BUSINESS TYPE] with $[REVENUE] in prior year revenue.

Business characteristics:
- Number of employees: [X]
- Number of locations: [X]
- Primary revenue streams: [LIST]
- Major expense categories: [LIST]
- Seasonal patterns: [DESCRIBE]
- Growth targets for [YEAR]: [X]%

Build a detailed budget template with:
1. Revenue budget by stream with monthly breakdown
2. Cost of goods/services with variable and fixed components
3. Operating expenses by department
4. Capital expenditure plan
5. Cash flow budget integrating all components
6. Key assumptions documented for each line item
7. Variance analysis column structure for actual-to-budget tracking
8. KPI dashboard metrics to monitor monthly

Draft a compilation report for [COMPANY NAME] financial statements.

Engagement details:
- Period: [YEAR OR PERIOD]
- Statements compiled: [BALANCE SHEET, INCOME STATEMENT, ETC.]
- Accounting basis: [GAAP/TAX/CASH/OTHER]
- Known departures from framework: [LIST OR NONE]
- Going concern issues: [YES/NO]
- Management-imposed restrictions: [ANY]

Draft the compilation report following SSARS standards including:
1. Management responsibility paragraph
2. Accountant responsibility paragraph
3. Disclaimer paragraph
4. Departures from applicable framework (if any)
5. Going concern emphasis (if applicable)
6. Date, signature block, and firm information

Create a quarterly financial health scorecard for [CLIENT NAME].

Current quarter data:
- Revenue: $[AMOUNT]
- Gross profit margin: [X]%
- Net profit margin: [X]%
- Current ratio: [X]
- Debt-to-equity: [X]
- Days sales outstanding: [X]
- Cash burn rate: $[AMOUNT]/month (if applicable)

Prior quarter/year comparison: [KEY FIGURES]

Generate a one-page scorecard with:
1. Traffic light ratings (green/yellow/red) for each metric
2. Trend arrows (improving/declining/stable)
3. Industry benchmark comparisons
4. Top 3 strengths and top 3 concerns
5. Recommended priority actions (no more than 3)
6. One-paragraph executive narrative summary

Design for a non-financial audience. Use plain language throughout.

Create a quarterly payroll summary report for [COMPANY NAME].

Quarter: [Q1-Q4] [YEAR]
Number of employees: [X]
Total gross payroll: $[AMOUNT]
Total employer taxes: $[AMOUNT]
Total benefits costs: $[AMOUNT]
State(s): [LIST]

Include:
1. Payroll expense summary by month
2. Employer tax obligation breakdown (FICA, FUTA, SUTA)
3. Benefits cost allocation
4. Overtime analysis
5. Headcount changes during quarter
6. Year-to-date comparisons
7. Upcoming compliance deadlines (941, 940, state filings)
8. Cost-per-employee analysis and trends

Create a preliminary business valuation analysis for [COMPANY NAME].

Business details:
- Industry: [INDUSTRY]
- Annual revenue: $[AMOUNT]
- EBITDA: $[AMOUNT]
- Net income: $[AMOUNT]
- Total assets: $[AMOUNT]
- Number of years in business: [X]
- Owner dependency: [HIGH/MEDIUM/LOW]
- Growth rate (3-year average): [X]%

Provide a preliminary valuation using:
1. Market approach (industry multiples for revenue and EBITDA)
2. Income approach (capitalization of earnings)
3. Asset approach (adjusted book value)
4. Discounted cash flow with stated assumptions
5. Valuation discount considerations (minority, marketability)
6. Range of values with explanation of key drivers
7. Key factors that could increase or decrease value

Include disclaimers that this is preliminary, not a formal appraisal.

Recommend a KPI dashboard for a [INDUSTRY] business with $[REVENUE] in annual revenue.

Business model: [DESCRIBE]
Current pain points: [LIST]
Growth goals: [DESCRIBE]
Current tracking: [WHAT THEY MEASURE NOW]

Recommend 10-15 KPIs organized by category:
1. Financial health (4-5 KPIs)
2. Operational efficiency (3-4 KPIs)
3. Customer/revenue metrics (3-4 KPIs)
4. Cash flow indicators (2-3 KPIs)

For each KPI, provide:
- Definition and calculation formula
- Target benchmark for their industry
- Measurement frequency
- Red/yellow/green thresholds
- Data source within their current systems

Draft a succession planning analysis for [BUSINESS OWNER NAME], owner of [COMPANY].

Business details:
- Entity type: [TYPE]
- Estimated business value: $[RANGE]
- Owner's basis: $[AMOUNT]
- Number of potential successors: [INTERNAL/EXTERNAL/FAMILY]
- Owner's retirement timeline: [X] years
- Other assets: [BRIEF DESCRIPTION]
- Estate planning goals: [DESCRIBE]

Analyze succession options:
1. Internal sale to employees/management (installment, ESOP)
2. Family transfer (gift/sale/trust strategies)
3. External sale to third party
4. Merger with another firm
5. Gradual transition/phased retirement

For each option, address:
- Tax implications (capital gains, estate, gift)
- Financing mechanisms
- Timeline requirements
- Key risks and mitigation strategies
- Impact on employees and operations

Provide a recommendation matrix ranking options by feasibility.

You are a fractional CFO advising [CLIENT NAME] on cash management.

Current situation:
- Monthly revenue: $[AMOUNT] (seasonality: [DESCRIBE])
- Monthly expenses: $[AMOUNT]
- Current cash reserve: $[AMOUNT]
- Outstanding AR: $[AMOUNT], average collection: [X] days
- Outstanding AP: $[AMOUNT], average payment: [X] days
- Credit line available: $[AMOUNT]
- Upcoming major expenses: [LIST]

Provide a comprehensive cash management plan:
1. Target cash reserve recommendation with rationale
2. Cash acceleration strategies (AR improvements)
3. Payment optimization (AP timing)
4. Short-term investment recommendations for excess cash
5. Credit line usage guidelines
6. Cash flow trigger points requiring action
7. Monthly monitoring metrics and thresholds
8. 90-day implementation roadmap

Analyze profitability by [SERVICE LINE/PRODUCT/CUSTOMER SEGMENT] for [COMPANY NAME].

Segment data:
- Segment A: [NAME] — Revenue: $[X], Direct costs: $[X]
- Segment B: [NAME] — Revenue: $[X], Direct costs: $[X]
- Segment C: [NAME] — Revenue: $[X], Direct costs: $[X]
- Shared overhead: $[TOTAL]

Perform a profitability analysis including:
1. Contribution margin by segment
2. Allocated overhead using [ACTIVITY-BASED/REVENUE-BASED] method
3. Net profitability by segment
4. Customer acquisition cost comparison
5. Lifetime value estimation by segment
6. Break-even volume for each segment
7. Recommendations: grow, maintain, or restructure each segment
8. What-if analysis for eliminating the weakest segment

Design a chart of accounts for a [BUSINESS TYPE] startup.

Business characteristics:
- Industry: [INDUSTRY]
- Revenue model: [SUBSCRIPTION/PRODUCT/SERVICE/MIXED]
- Number of departments: [X]
- Multi-location: [YES/NO]
- Inventory: [YES/NO]
- Project-based tracking needed: [YES/NO]
- Reporting requirements: [GAAP/TAX/MANAGEMENT]

Create a chart of accounts with:
1. Account numbering system and logic explained
2. Asset accounts (current and non-current)
3. Liability accounts (current and long-term)
4. Equity accounts
5. Revenue accounts by stream
6. COGS/COS accounts
7. Operating expense accounts by department
8. Sub-account structure for detailed tracking
9. Class/location tracking recommendations

Design for scalability as the business grows from $[CURRENT] to $[TARGET] revenue.

Create a detailed bank reconciliation procedure for [COMPANY NAME].

Current setup:
- Number of bank accounts: [X]
- Accounting software: [NAME]
- Average monthly transactions: [X]
- Current reconciliation frequency: [DAILY/WEEKLY/MONTHLY]
- Common issues: [LIST]

Provide:
1. Step-by-step reconciliation procedure
2. Common discrepancy categories and resolution steps
3. Documentation requirements for each reconciliation
4. Escalation procedures for unresolved items
5. Internal control checkpoints
6. Review and approval workflow
7. Timeline and deadline expectations
8. Red flags that require immediate investigation

Create a month-end close checklist for [COMPANY NAME], a [SIZE] [INDUSTRY] business.

Current close timeline: [X] business days
Target close timeline: [X] business days
Key integrations: [PAYROLL, BANK FEEDS, INVENTORY, ETC.]
Recurring journal entries: [LIST]

Generate a comprehensive close checklist with:
1. Pre-close activities (days -3 to -1)
2. Day 1 activities (transaction cutoff, preliminary review)
3. Day 2-3 activities (reconciliations, adjusting entries)
4. Day 4-5 activities (review, reporting, distribution)
5. Owner/assignee for each task
6. Estimated time for each task
7. Dependencies between tasks
8. Quality checkpoints before finalizing

Create transaction categorization guidelines for bookkeeping staff at [FIRM NAME].

Client profile: [INDUSTRY, SIZE, COMPLEXITY]
Common transaction types: [LIST TOP 15-20]
Accounting software: [NAME]

For each transaction category, provide:
1. Account to use (with number if known)
2. Decision criteria (how to identify this transaction type)
3. Common examples
4. Common mistakes and how to avoid them
5. When to escalate to a senior accountant
6. Tax implications to be aware of

Include a quick-reference decision tree for the 10 most ambiguous transaction types.

Analyze this accounts receivable aging for [COMPANY NAME].

AR aging buckets:
- Current (0-30 days): $[AMOUNT], [X] invoices
- 31-60 days: $[AMOUNT], [X] invoices
- 61-90 days: $[AMOUNT], [X] invoices
- 91-120 days: $[AMOUNT], [X] invoices
- 120+ days: $[AMOUNT], [X] invoices
- Total AR: $[AMOUNT]

Provide:
1. Aging analysis summary with percentages
2. Collection risk assessment by bucket
3. Bad debt reserve recommendation with methodology
4. Top 5 overdue accounts requiring immediate action
5. Collection escalation procedure by aging bucket
6. Client communication templates for each stage
7. Trend analysis vs. prior [MONTH/QUARTER]
8. KPI targets for AR management improvement

You are an accountant specializing in restaurant/hospitality businesses.

Client: [RESTAURANT NAME]
Type: [FULL-SERVICE/QSR/BAR/CATERING]
Annual revenue: $[AMOUNT]
Number of locations: [X]
POS system: [NAME]

Address these industry-specific accounting needs:
1. Prime cost calculation and benchmarking (food + labor)
2. Menu item profitability analysis framework
3. Tip reporting and compliance requirements
4. Inventory valuation and food cost tracking
5. Revenue recognition for gift cards and loyalty programs
6. Lease accounting considerations
7. Key industry KPIs (RevPASH, food cost %, labor cost %)
8. Sales tax compliance for food vs. beverage vs. catering

You are a construction industry accountant reviewing [COMPANY NAME]'s financials.

Company type: [GENERAL CONTRACTOR/SUBCONTRACTOR/DEVELOPER]
Annual revenue: $[AMOUNT]
Number of active projects: [X]
Revenue recognition: [PERCENTAGE-OF-COMPLETION/COMPLETED-CONTRACT]

Address:
1. WIP (work-in-progress) schedule preparation
2. Percentage-of-completion calculations by project
3. Over/under billing analysis
4. Retainage tracking and reporting
5. Job costing procedures and allocation methods
6. Change order accounting
7. Bonding company reporting requirements
8. Industry-specific tax considerations (look-back method)

Include a sample WIP schedule template for one project.

You are a nonprofit accounting specialist for [ORGANIZATION NAME].

Organization type: [501(c)(3)/501(c)(4)/OTHER]
Annual budget: $[AMOUNT]
Funding sources: [GRANTS/DONATIONS/EARNED REVENUE/MIX]
Reporting requirements: [SINGLE AUDIT THRESHOLD/GRANT REPORTING]

Address these nonprofit-specific needs:
1. Functional expense allocation methodology
2. Statement of activities format and classification
3. Net asset classification (without/with donor restrictions)
4. Grant tracking and compliance reporting
5. Form 990 preparation considerations
6. Donor acknowledgment letter requirements
7. Unrelated business income tax analysis
8. Board financial reporting package recommendations

You are an e-commerce accounting specialist for [COMPANY NAME].

Platform: [SHOPIFY/AMAZON/MULTI-CHANNEL]
Annual GMV: $[AMOUNT]
States with nexus: [LIST]
Inventory method: [FIFO/WEIGHTED AVERAGE]

Address these e-commerce complexities:
1. Multi-channel revenue reconciliation procedures
2. Sales tax nexus analysis and compliance by state
3. Marketplace facilitator rules and their impact
4. Inventory valuation across fulfillment locations
5. Returns and refund accounting
6. Shipping and fulfillment cost allocation
7. Platform fee and commission tracking
8. International sales considerations (VAT/customs)

You are a real estate accounting specialist for [CLIENT NAME].

Portfolio: [RESIDENTIAL/COMMERCIAL/MIXED]
Number of properties: [X]
Entity structure: [INDIVIDUAL/LLC/LP/REIT]
Acquisition value: $[AMOUNT]
Annual rental income: $[AMOUNT]

Address:
1. Depreciation schedules by property and component
2. Cost segregation study benefits analysis
3. 1031 exchange requirements and timeline tracking
4. Passive activity loss limitation calculations
5. Qualified business income deduction for rental income
6. Property-level P&L and cash flow tracking
7. Capital vs. repair expense determination
8. Property tax appeal documentation

Create an evaluation matrix for selecting [TYPE] software for an accounting firm.

Firm size: [X] staff members
Current software: [NAME]
Budget: $[RANGE]/month
Key requirements: [LIST TOP 5]
Integration needs: [EXISTING SYSTEMS]

Build an evaluation matrix with:
1. Feature comparison grid (15-20 relevant features)
2. Weighting system based on firm priorities
3. Scoring methodology (1-5 scale with criteria)
4. Total cost of ownership analysis (3-year)
5. Implementation timeline and resource requirements
6. Risk assessment for each option
7. Migration complexity scoring
8. Final recommendation with justification

Create a phased AI implementation roadmap for a [SIZE] accounting firm.

Current tech stack: [LIST]
Staff count: [X]
Annual revenue: $[AMOUNT]
Current AI usage: [NONE/BASIC/MODERATE]
Budget for AI tools: $[AMOUNT]/year
Top pain points: [LIST TOP 3]

Develop a 12-month AI implementation roadmap:
Phase 1 (Months 1-3): Foundation
- Tool selection and pilot programs
- Staff training plan
- Data preparation requirements

Phase 2 (Months 4-6): Core integration
- Workflow automation priorities
- Quality control procedures
- Measurement framework

Phase 3 (Months 7-12): Scale
- Expansion to additional workflows
- Advanced use cases
- ROI analysis and optimization

Include specific tool recommendations, risk mitigation, and success metrics for each phase.

Assess automation opportunities for [FIRM NAME]'s current workflows.

Current manual processes:
1. [PROCESS 1: DESCRIPTION, TIME SPENT WEEKLY]
2. [PROCESS 2: DESCRIPTION, TIME SPENT WEEKLY]
3. [PROCESS 3: DESCRIPTION, TIME SPENT WEEKLY]
4. [PROCESS 4: DESCRIPTION, TIME SPENT WEEKLY]
5. [PROCESS 5: DESCRIPTION, TIME SPENT WEEKLY]

For each process, provide:
- Automation feasibility score (1-10)
- Recommended automation approach
- Estimated time savings per week
- Implementation complexity (low/medium/high)
- Required tools or integrations
- Expected ROI timeline
- Risk factors and mitigation

Prioritize by impact-to-effort ratio and create implementation sequence.

Draft a data security policy for [FIRM NAME] covering client financial data.

Firm details:
- Staff count: [X]
- Remote workers: [YES/NO, HOW MANY]
- Cloud-based systems: [LIST]
- Client types: [INDIVIDUAL/BUSINESS/BOTH]
- Regulatory requirements: [AICPA/STATE-SPECIFIC]

Include policies for:
1. Access controls and user permissions
2. Data encryption standards (at rest and in transit)
3. Password and authentication requirements
4. Client data handling procedures
5. Remote work security requirements
6. Incident response plan
7. Vendor security assessment criteria
8. Employee training requirements
9. Data retention and disposal procedures
10. Annual security review process

Create an implementation plan for a client portal at [FIRM NAME].

Requirements:
- Number of clients: [X]
- Document types to share: [LIST]
- Communication features needed: [MESSAGING/TASKS/BOTH]
- Integration with: [PRACTICE MANAGEMENT/TAX SOFTWARE]
- Budget: $[RANGE]

Provide:
1. Portal feature requirements checklist
2. Software evaluation (3-4 options with comparison)
3. Migration plan for existing documents
4. Client communication templates for rollout
5. Training plan for staff and clients
6. Adoption metrics and targets
7. Phased rollout timeline
8. Troubleshooting guide for common issues

Create a performance review template for a [POSITION] at an accounting firm.

Position level: [STAFF/SENIOR/MANAGER/PARTNER]
Review period: [DATES]
Firm size: [X] people
Key service areas: [TAX/AUDIT/ADVISORY/BOOKKEEPING]

Include evaluation criteria for:
1. Technical competency (specific to their role)
2. Client relationship management
3. Workflow efficiency and deadline adherence
4. Communication quality (written and verbal)
5. Team collaboration and mentoring
6. Technology adoption and AI tool utilization
7. Business development contribution
8. Professional development progress

Include a rating scale, example comments, and goal-setting section for next review period.

Build a capacity planning model for [FIRM NAME].

Current staff:
- Partners: [X] (billable hours target: [X]/year)
- Managers: [X] (billable hours target: [X]/year)
- Senior staff: [X] (billable hours target: [X]/year)
- Staff: [X] (billable hours target: [X]/year)

Current workload:
- Tax returns: [X] (avg hours each: [X])
- Audit engagements: [X] (avg hours each: [X])
- Monthly bookkeeping clients: [X] (avg hours each: [X])
- Advisory engagements: [X] (avg hours each: [X])

Build a model showing:
1. Total available capacity by staff level
2. Current utilization by staff level
3. Seasonal workload distribution (monthly)
4. Bottleneck identification
5. Capacity for additional clients by service type
6. When next hire is needed at current growth rate
7. Impact of AI tools on capacity (estimated hours freed)
8. Pricing implications if demand exceeds capacity

Analyze client profitability for [FIRM NAME] to identify retention and growth priorities.

Client data (top 20 clients):
[LIST EACH CLIENT WITH: Revenue, Hours, Realization Rate, Service Mix, Years as Client, Payment History]

Provide:
1. Profitability ranking by effective hourly rate
2. Client tier classification (A/B/C/D)
3. Clients with declining profitability trends
4. Clients with upselling potential
5. Clients to consider repricing
6. Clients to consider transitioning out
7. Service mix optimization recommendations
8. Action plan for bottom 5 clients (reprice, restructure, or release)

Help me prepare a fee increase communication for clients.

Details:
- Average increase: [X]%
- Reason: [RISING COSTS/EXPANDED SERVICES/MARKET ALIGNMENT/COMPLEXITY]
- Effective date: [DATE]
- Notice period: [X] days before effective
- Client segment: [ALL/SELECT CLIENTS]

Provide:
1. Written communication (letter/email) — 200 words max
2. Talking points for phone/in-person conversations
3. Responses to common objections:
   - "That's too expensive"
   - "Your competitor charges less"
   - "We've been loyal clients for years"
   - "Can you hold the increase for one year?"
4. Value reinforcement framework
5. Alternative pricing structures to offer if client pushes back

Develop an annual growth strategy for [FIRM NAME].

Current state:
- Revenue: $[AMOUNT]
- Number of clients: [X]
- Staff count: [X]
- Service mix: [TAX: X%, AUDIT: X%, BOOKKEEPING: X%, ADVISORY: X%]
- Average revenue per client: $[AMOUNT]
- Client acquisition cost: $[AMOUNT]
- Client retention rate: [X]%

Growth target: [X]% revenue increase in [YEAR]

Create a strategy covering:
1. Revenue growth levers (new clients vs. expansion vs. pricing)
2. Service line development priorities
3. Target client profile for acquisition
4. Marketing and business development plan
5. Technology investments to enable growth
6. Staffing plan to support growth
7. Quarterly milestones and KPIs
8. Risk factors and contingency plans
9. Investment budget allocation