AI for Finance & Accounting
Module 6: Audit Preparation
Module Overview
Audit season is demanding for finance teams. AI can help streamline preparation, improve organization, and reduce the scramble. In this module, you'll learn to leverage AI for smoother, more efficient audits.
Learning Objectives:
By the end of this module, you will be able to:
- Prepare audit schedules efficiently
- Organize supporting documentation
- Anticipate and prepare for auditor questions
- Streamline the PBC (Prepared by Client) list process
- Use AI to improve audit readiness
Estimated Time: 1.5-2 hours
6.1 Understanding Audit Preparation
The Audit Preparation Challenge
Finance teams face recurring challenges:
- Massive PBC lists with tight deadlines
- Hunting for supporting documentation
- Preparing clear reconciliations
- Anticipating auditor questions
- Managing auditor requests efficiently
Where AI Helps:
- Organizing and structuring information
- Drafting explanations and narratives
- Creating consistent documentation
- Preparing for likely questions
- Summarizing complex information
The AI-Assisted Audit Prep Process
- Planning: Organize PBC list and timeline
- Schedule Preparation: Create clear, well-documented schedules
- Documentation: Gather and organize support
- Narrative Preparation: Draft explanations for complex items
- Q&A Prep: Anticipate and prepare for questions
- Response Management: Handle auditor inquiries efficiently
6.2 PBC List Management
Organizing the PBC List
Template for PBC Organization:
Help me organize our audit PBC list into a manageable project.
PBC items received:
[List or paste the PBC items]
Please help me:
1. Categorize items by type (schedules, confirmations,
reconciliations, support)
2. Identify which items can be prepared together
3. Suggest a logical preparation sequence
4. Flag items that typically require significant effort
5. Create a timeline template for completion
Creating Preparation Checklists
Create a preparation checklist for [specific PBC item].
Item: [e.g., "Accounts Receivable Aging Schedule"]
What the checklist should cover:
1. Required data sources
2. Preparation steps
3. Reconciliation requirements
4. Support documents to attach
5. Review and tie-out points
6. Common issues to check for
Status Tracking Template
Create a PBC tracking template for our audit.
Items to track for each PBC:
- Item description
- Assigned preparer
- Due date
- Status (Not started/In progress/Pending review/Complete)
- Notes/Issues
- Auditor follow-up status
Also suggest:
- RAG status criteria
- Escalation triggers
- Standard status update format
6.3 Schedule Preparation
Audit Schedule Best Practices
Template for Schedule Preparation:
I need to prepare a [schedule type] for audit.
Account balance: $[X]
Prior year balance: $[Y]
Help me structure the schedule to include:
1. Clear beginning and ending balances
2. Activity/movement during the period
3. Tie-out to trial balance
4. Subtotals that support analysis
5. References to supporting documentation
6. Notes explaining significant items
Specific Schedule Templates
Accounts Receivable Aging:
Help me prepare an AR aging schedule for audit.
Current data:
- Total AR: $[X]
- Current: $[X]
- 30 days: $[X]
- 60 days: $[X]
- 90+ days: $[X]
- Allowance for doubtful accounts: $[X]
Please help with:
1. Schedule format best practices
2. What support to attach
3. Key items auditors will focus on
4. Explanation of allowance methodology
5. Analysis of collectibility for old items
Fixed Asset Roll-forward:
Create a fixed asset roll-forward schedule structure.
Beginning balance: $[X]
Additions: $[X]
Disposals: $[X]
Depreciation: $[X]
Ending balance: $[X]
Help with:
1. Proper schedule layout
2. Supporting documentation list
3. How to present significant additions
4. Disposal calculation support
5. Depreciation methodology documentation
Accrued Expenses Analysis:
Prepare an accrued expenses schedule for audit.
Major accruals:
- Compensation: $[X]
- Legal/Professional: $[X]
- [Other categories]
For each category:
1. How to document the calculation
2. Support to provide
3. Comparison to prior year
4. Explanation of significant changes
6.4 Preparing Audit Narratives
Account Balance Explanations
Template for Balance Explanation:
Draft an audit memo explaining [account balance].
Account: [Name]
Current balance: $[X]
Prior year balance: $[Y]
Change: $[Z] or [%]
Key factors:
- [Factors explaining the balance or change]
Please write:
1. Purpose of the account
2. Explanation of current balance composition
3. Analysis of year-over-year change
4. Any unusual items or one-time factors
5. Tie to supporting schedules
Variance Explanations
Draft an explanation for auditors on this variance.
Comparison:
- Current year: $[X]
- Prior year: $[Y]
- Budget: $[Z]
Known factors:
- [List what you know about the variance]
Write an explanation that:
1. Quantifies the variance clearly
2. Identifies root causes
3. Distinguishes one-time vs. ongoing factors
4. References supporting documentation
5. Addresses likely follow-up questions
Policy and Procedure Documentation
Help me document our [process name] for the auditors.
Current process:
[Describe the process]
Please create:
1. Process narrative (step by step)
2. Key controls in the process
3. Documentation created at each step
4. Responsibilities and approvals
5. How exceptions are handled
6.5 Anticipating Auditor Questions
Common Audit Questions by Area
Template for Q&A Preparation:
Help me prepare for auditor questions on [area].
Facts:
- [Key facts about this area]
Unusual items:
- [Anything that might draw attention]
Prepare:
1. Likely questions auditors will ask
2. Suggested responses for each
3. Documentation to have ready
4. Follow-up questions to anticipate
5. Red flags to address proactively
Area-Specific Q&A Preparation
Revenue Recognition:
Prepare for revenue recognition audit questions.
Our revenue streams:
- [Stream 1]: [Recognition policy]
- [Stream 2]: [Recognition policy]
Changes this year:
- [Any changes in products, customers, terms]
Generate:
1. Top 10 likely questions
2. Brief answers with documentation references
3. Areas where we might get pushback
4. Evidence of control effectiveness
5. Industry-specific concerns to address
Related Party Transactions:
Prepare for related party transaction inquiries.
Known related parties:
- [List related parties]
Transactions:
- [Description and amounts]
Prepare:
1. Questions auditors will ask
2. Documentation of arm's length nature
3. Board approval evidence
4. Disclosure requirements checklist
5. Potential concerns to address proactively
Estimate and Judgment Questions
Prepare for questions about [estimate/judgment].
The estimate:
- Type: [e.g., allowance for doubtful accounts]
- Amount: $[X]
- Methodology: [Description]
Historical accuracy:
- Prior estimates vs. actual: [Track record]
Prepare:
1. Questions about methodology
2. Defense of key assumptions
3. Sensitivity analysis discussion
4. Alternative approaches considered
5. Documentation supporting reasonableness
6.6 Audit Response Management
Responding to Auditor Requests
Template for Response Drafting:
Draft a response to this auditor request:
Request: "[Paste auditor request]"
Our information:
- [Relevant facts and data]
Available support:
- [Documents we can provide]
Write a response that:
1. Directly addresses what was asked
2. Is clear and concise
3. References attached support
4. Anticipates follow-up questions
5. Maintains professional tone
Handling Complex Inquiries
Help me respond to this complex audit inquiry.
Question from auditor:
"[Paste the question]"
Context:
- [Background on the issue]
- [Why this is complicated]
Draft a response that:
1. Acknowledges the complexity
2. Provides a clear explanation
3. Documents our position
4. References authoritative guidance
5. Offers to discuss further if needed
Audit Adjustment Responses
The auditors have proposed an adjustment.
Proposed entry:
- DR: [Account] $[X]
- CR: [Account] $[X]
Their reasoning:
- [Auditor's rationale]
Help me:
1. Evaluate whether to agree or push back
2. Draft a response if agreeing
3. Draft a counter-position if disagreeing
4. Consider materiality implications
5. Document our final position
6.7 Year-End Close and Audit Readiness
Close Checklist Enhancement
Enhance our month-end close checklist for audit readiness.
Current checklist items:
[List existing items]
Add items that will:
1. Reduce audit preparation work
2. Create audit-ready documentation monthly
3. Ensure reconciliations are current
4. Flag unusual items for research
5. Maintain running files for PBC items
Continuous Audit Preparation
Design a continuous audit preparation approach.
Key audit areas:
- [List main audit areas]
Annual pain points:
- [Items that always cause problems]
Create a framework for:
1. Monthly/quarterly preparation activities
2. Running documentation to maintain
3. Self-review procedures
4. Exception investigation protocols
5. Pre-audit readiness assessment
6.8 Practical Audit Prep Workflow
Step-by-Step Process
Week 1-2 Before Field Work:
- Receive and organize PBC list
- Assign items to team members
- Begin schedule preparation
- Identify information gaps
Week 3-4:
- Complete schedules and reconciliations
- Gather supporting documentation
- Prepare narrative explanations
- Self-review all workpapers
Field Work Week:
- Submit completed PBC items
- Prepare for opening meeting
- Have Q&A preparation ready
- Respond to requests promptly
AI Touchpoints in the Process
| Phase | AI Application |
|---|---|
| Planning | Organize PBC, create timeline |
| Preparation | Structure schedules, draft narratives |
| Documentation | Create explanations, summarize support |
| Q&A | Anticipate questions, prepare answers |
| Response | Draft responses to inquiries |
Module 6 Summary
Key Takeaways:
-
Organization is key: AI helps organize PBC lists, create checklists, and track status efficiently.
-
Documentation quality matters: AI can help create clear, complete, well-structured audit schedules and narratives.
-
Anticipate questions: Use AI to prepare for likely auditor inquiries before they're asked.
-
Respond professionally: AI assists in crafting clear, complete responses to auditor requests.
-
Think continuously: Use AI to build audit-ready practices into your regular processes.
Preparing for Module 7
In the next module, we'll explore using AI for tax research and planning. You'll learn to:
- Research tax regulations efficiently
- Prepare tax planning memos
- Stay current with tax law changes
- Document tax positions
Before Module 7:
- Review your most recent audit experience
- Identify areas where preparation was most challenging
- Consider how AI could have helped
"The best audit is one where you're prepared before the first question is asked."
Ready to continue? Proceed to Module 7: Tax Research and Planning.

