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Finance / Accounting

Prompts for finance professionals who need to analyse data, prepare reports, and explain numbers to non-finance stakeholders.

8 promptsUpdated 2026-04-13
1

Monthly Variance Report Narrator

Claude

Monthly close process when you need to communicate financials to leadership

Translate this monthly financial data into a narrative variance report that a non-finance CEO can understand in 3 minutes.

Actual vs Budget for March 2026:
- Revenue: RM820K actual vs RM750K budget (+9.3%)
- COGS: RM310K actual vs RM270K budget (+14.8%)
- Gross margin: 62.2% actual vs 64.0% budget (-1.8pp)
- Opex: RM380K actual vs RM350K budget (+8.6%)
- EBITDA: RM130K actual vs RM130K budget (flat)
- Cash position: RM1.4M (down from RM1.6M last month)
- Accounts receivable: RM520K (up from RM380K β€” aging over 60 days: RM180K)
- Headcount: 42 actual vs 38 budget (+4 ahead of plan)

For each line item:
1. One sentence: what happened
2. One sentence: why it happened
3. One sentence: what it means going forward

Then add:
- The single most important thing the CEO should pay attention to this month
- A "cash runway alert" if applicable
- 3 questions the board will probably ask about these numbers

Pro Tip

The "3 questions the board will ask" section is your secret weapon. Preparing for those questions before the meeting makes you the most trusted person in the room.

2

Cash Flow Scenario Planner

ChatGPT

Quarterly financial planning or when the board asks about runway

Build three cash flow scenarios for the next 6 months based on these assumptions.

Current position:
- Cash in bank: RM2.1M
- Monthly burn: RM180K
- Monthly revenue: RM420K (growing 8% MoM)
- Accounts receivable: RM350K (average collection: 45 days)
- Upcoming commitments: Office lease renewal RM15K/month (due next month), new hire batch (3 engineers, total RM36K/month, starting Month 2)

Scenario A β€” Business as usual:
- Revenue growth continues at 8% MoM
- No changes to hiring plan
- AR collection improves to 35 days

Scenario B β€” Growth slowdown:
- Revenue growth drops to 3% MoM
- Still hire all 3 engineers
- AR collection worsens to 60 days

Scenario C β€” Aggressive expansion:
- Revenue grows 12% MoM
- Hire 5 engineers instead of 3 (+RM24K/month)
- One-time RM200K investment in new market entry

For each scenario, show:
- Month-by-month cash balance
- Month where cash drops below RM500K (danger zone)
- The decision point: when do we need to act to prevent running out?
- One lever to pull in each scenario to extend runway by 2 months

Pro Tip

Always include a "when do we need to act" date, not just "when do we run out." The decision point is usually 3-4 months before zero cash because fundraising or cost-cutting takes time.

3

Tax Optimisation Checklist

Claude

Annual tax planning review before year-end to ensure you are not overpaying

Review this Malaysian SME profile and identify tax optimisation opportunities we might be missing. I will verify everything with our tax consultant β€” I need the ideas, not the final advice.

Company profile:
- Sdn Bhd, incorporated 2023, SME status confirmed
- Revenue: RM3.2M (FY2025)
- Chargeable income: approximately RM600K
- Industry: Technology / SaaS
- Employees: 28 (24 Malaysian, 4 foreign workers on EP)
- R&D activities: Yes β€” building proprietary software
- Capital expenditure last year: RM120K (laptops, servers, office renovation)
- Training expenditure: RM18K
- Currently claiming: standard deductions, no special incentives

Identify:
1. All applicable tax incentives under Malaysian tax law (LHDN) for a tech SME
2. R&D double deduction eligibility β€” what qualifies and what documentation we need
3. Capital allowance opportunities we might have missed
4. Training incentive claims under HRDF/HRD Corp
5. Any structure-related optimisation (dividend vs salary mix for directors)
6. Common mistakes Malaysian SMEs make that increase their tax bill unnecessarily

Format each opportunity as: opportunity name, potential savings range, effort to implement (low/medium/high), and what to ask our tax consultant.

Pro Tip

Framing this as "ideas to verify with our consultant" is important. AI should generate the checklist of possibilities β€” a qualified tax agent makes the final call.

4

Invoice Dispute Resolution Email

Claude

When a client disputes a legitimate invoice and you need to collect without destroying the relationship

Draft a firm but professional email to a client who is disputing an invoice. I need to hold our ground while preserving the relationship.

Situation:
- Client: Meridian Properties Sdn Bhd (B2B client for 18 months)
- Disputed invoice: INV-2026-0847 for RM42,500
- Services delivered: Custom software development β€” 170 hours at RM250/hour
- Their claim: "We only approved 120 hours. The additional 50 hours were not authorised."
- Our evidence: Email from their project manager on 15 Feb saying "go ahead with the additional scope, we need it by end of month." (I have the email.)
- Their project manager has since left the company.
- Relationship context: They have 2 more projects in pipeline worth approximately RM180K

Draft the email:
1. Acknowledge their concern without agreeing or getting defensive
2. Reference the specific authorisation email (date, sender, exact quote)
3. Attach the email as evidence without making it feel like a legal threat
4. Propose a resolution: pay in full within 30 days, or split into 2 payments
5. Keep the door open for future work β€” do not burn the bridge
6. Under 250 words

Tone: The CFO, not the lawyer, is writing this.

Pro Tip

Including the pipeline value (RM180K) in your brief tells the AI the stakes. The response will balance firmness with relationship preservation β€” which is exactly what you need.

5

Financial Model Assumptions Review

Claude

Pre-fundraising financial model validation or annual planning review

Challenge the assumptions in my financial model. Play the role of a skeptical investor doing due diligence.

Model assumptions (3-year projection):
- Year 1 revenue: RM1.8M (current run rate)
- Revenue growth: 40% Y1β†’Y2, 35% Y2β†’Y3
- Gross margin: 72% (improving to 78% by Year 3)
- Customer acquisition cost (CAC): RM2,800
- Lifetime value (LTV): RM14,000
- Monthly churn: 2.5% (improving to 1.8% by Year 3)
- Payback period: 4 months
- Headcount: 35 β†’ 55 β†’ 80
- Average salary growth: 8% per year
- Office cost: RM25K/month (moving to larger space in Year 2: RM45K/month)

For each assumption:
1. Rate it: conservative, reasonable, aggressive, or fantasy
2. What evidence would make it credible?
3. What happens to the model if this assumption is 30% worse than projected?

Then identify:
- The single assumption that breaks the entire model if it is wrong
- The assumption I am probably most wrong about
- 3 questions a Series A investor will ask that this model does not answer

Pro Tip

Asking "which assumption breaks the model" forces sensitivity analysis without building a spreadsheet. It is the fastest way to find the Achilles heel of any financial plan.

6

Expense Policy Violation Report

Claude

Monthly expense review or building a case for tightening expense controls

Analyse this list of expense claims from last month and flag anything that looks unusual, excessive, or potentially non-compliant with a standard Malaysian corporate expense policy.

Claims:
1. Ahmad β€” Client dinner, Mandarin Oriental KL, RM1,847 (6 people)
2. Sarah β€” Grab rides, 23 trips totalling RM892, all between 10pm-2am
3. Lim β€” Conference registration, RM3,500 (Singapore, "AI in Finance Summit")
4. Priya β€” Office supplies from Lazada, RM2,340 (receipt shows "miscellaneous")
5. Ravi β€” Team lunch, RM156 (8 people, Friday)
6. Farah — Flight KL→Penang, RM890 (economy class costs RM250 on same route)
7. Ahmad β€” Client entertainment, karaoke, RM2,100 (5 people, includes "room charges")
8. Tan β€” Parking, 31 claims at RM15 each = RM465 (office has free parking)
9. Sarah β€” Professional development book, "Leadership Mastery", RM89
10. Lim β€” Mileage claim, 1,200km in one month (role is desk-based analyst)

For each claim:
- Flag level: green (fine), yellow (needs clarification), red (likely violation)
- Specific concern
- Suggested follow-up question to ask the claimant

Then provide: a summary of systemic patterns and 3 policy improvements that would prevent these issues.

Pro Tip

Including legitimate claims alongside suspicious ones trains you to calibrate. If the AI flags Ravi team lunch at RM19.50 per person as suspicious, its threshold is wrong β€” recalibrate.

7

Budget Reallocation Proposal

Claude

When you spot a misallocated budget and need to make a compelling case for change

Help me build a business case for reallocating budget mid-year. I need to convince the CEO with data and logic.

Current annual budget allocation:
- Engineering: RM2.4M (40%)
- Sales & Marketing: RM1.8M (30%)
- Operations: RM900K (15%)
- G&A: RM540K (9%)
- R&D / Innovation: RM360K (6%)

Proposed reallocation:
- Move RM300K from Sales & Marketing to Engineering
- Reason: Our product demo close rate is 45% (strong) but our product has 3 critical feature gaps that cause churn. Sales is generating demand we cannot retain.

Build the proposal:
1. Frame the problem with current metrics (show that marketing spend has diminishing returns while churn is the real bottleneck)
2. Show the math: RM300K in engineering = X features = Y% churn reduction = Z revenue retained
3. Address the counter-argument: "But if we cut marketing, pipeline will shrink"
4. Propose a 90-day test with clear success criteria
5. Include a rollback plan if results do not materialise
6. One-page executive summary I can email to the CEO tonight

Pro Tip

Always include a rollback plan in budget reallocation proposals. It makes the ask feel reversible, which dramatically reduces the perceived risk of saying yes.

8

Audit Preparation Organiser

Claude

Pre-audit preparation to make the process smooth and avoid surprises

Help me prepare for our annual external audit. Organise everything the auditors will ask for so we are ready before they arrive.

Company: Technology Sdn Bhd, FY ending 31 December 2025
Auditor: Mid-tier audit firm (not Big 4)
This is our 3rd year audit with this firm
Revenue: RM4.8M
Employees: 38
Key areas: SaaS revenue recognition, R&D capitalisation, related party transactions (director also owns a separate marketing agency that invoices us RM8K/month)

Create:
1. Complete document checklist organised by audit area (revenue, expenses, payroll, fixed assets, tax, related parties)
2. For each document: who in my team should prepare it, and how long it typically takes
3. A timeline working backward from audit start date (assume 4 weeks from now)
4. Red flag areas the auditors will scrutinise most heavily (with specific preparation notes)
5. 5 things that will slow down the audit if we do not prepare them in advance
6. The related party disclosure β€” exactly what we need to document to satisfy MFRS 124

Pro Tip

Mentioning the related party transaction upfront is critical. Auditors always zero in on these, and the more prepared you are, the less time (and fees) the audit takes.

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