AI in Finance: 19 Prompts to Try Right Now

CFOs across growth-stage companies are automating repetitive tasks, analyzing data faster, and even drafting board-ready reports using large language models (LLMs) like ChatGPT, Claude, and Gemini.

But most finance teams don’t need another theory-heavy AI webinar. They need something they can use today. That’s why we put together a curated set of AI prompts designed for real-world finance use cases.

Use Case: Board Reporting & KPIs

• Prompt: “Based on the attached Excel sheet, write a 3-paragraph summary for our board that highlights key variances in revenue, gross margin, and burn rate.”
• Prompt: “Write a 3-paragraph variance analysis comparing budget vs. actuals for Q2, focusing on revenue, COGS, and OPEX.”
• Prompt: “Summarize our top 5 KPIs from this dashboard as if writing for a non-technical board member. Include performance trends and confidence levels.”
• Prompt: “Rewrite this internal financial summary for external investor consumption. Use clear, non-jargony language and focus on milestones.”

Use Case: Forecasting & Scenario Planning

• Prompt: “I want to model the impact of a 15% YoY revenue decline across our cost centers. Suggest three scenarios and their implications on our cash runway.”
• Prompt: “Based on our existing cash flow model, how many months of runway do we have in the worst-case revenue scenario?”
• Prompt: “Summarize the top assumptions in this forecast model and flag any that seem inconsistent with last quarter’s trends.”

Use Case: Spend + Vendor Insights

• Prompt: “Analyze this vendor report and identify the top 5 contracts with year-over-year spend increases over 20%. Recommend cost reduction opportunities.”
• Prompt: “Compare software subscriptions by department. Are there overlapping tools we could consolidate?”
• Prompt: “Estimate potential savings if we renegotiated all vendor contracts over $100K with a 10% reduction.”
• Prompt: “Summarize which teams drove the most discretionary spending last quarter and why.”
• Prompt: “Generate a list of vendors where spend grew by more than 30% YoY and no formal review has been done.”

Use Case: Contract Summarization

• Prompt: “Summarize this vendor agreement into key terms: renewal date, cancellation policy, notice period, and payment terms.”
• Prompt: “Extract all clauses in this vendor agreement that relate to liability, IP ownership, and indemnification.”
• Prompt: “Highlight unusual or high-risk terms in this SaaS vendor agreement.”
• Prompt: “Scan this invoice and confirm whether all billed amounts align with the agreed-upon contract pricing.”

Use Case: Team Operations + Hiring

• Prompt: “Draft a job description for a senior FP&A analyst at a Series B SaaS company, including strategic responsibilities and tech stack familiarity.”
• Prompt: “Create a performance review rubric for a finance business partner focused on cross-functional communication and forecast accuracy.”
• Prompt: “Draft a welcome email for a new staff accountant with onboarding details, tools, and expectations for the first week.”

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