Budget Variance Explanation

Write a budget variance explanation for [department/cost center] for the [month/quarter]. Context: - Budget line item: [item name] - Budgeted amount: [amount] - Actual amount: [amount] - Variance: [amount and percentage] - Variance direction: [over/under budget] - Root cause: [reason for variance] - Recovery plan (if applicable): [steps to get back on track] Write a 2–3 paragraph narrative suitable for a finance dashboard or board report. Be specific: explain the "why," quantify the impact, and outline next steps. Avoid vague language. If variance is favorable, explain the driver. If unfavorable, show the plan to correct it.

Management Discussion & Analysis (MD&A) Draft

Draft a Management Discussion and Analysis (MD&A) section for [company name]'s [Q1/Q2/Q3/Q4] [year] results. Financial highlights to incorporate: - Revenue: [amount] vs. prior period [amount] ([% change]) - Gross margin: [%] vs. prior period [%] - Operating expenses: [amount] vs. prior period [amount] - Net income/loss: [amount] - Key drivers of performance: [list 2–3] - Key headwinds or risks this period: [list 1–2] - Outlook for next period: [brief description] Structure: 1. Executive summary (2–3 sentences) 2. Revenue analysis (drivers, mix, geography if applicable) 3. Expense analysis (key changes and rationale) 4. Profitability and cash flow commentary 5. Outlook and key assumptions Tone: clear, factual, investor-appropriate. Avoid forward-looking statements that are not qualified. Use plain language where possible.

KPI Dashboard Narrative

Write a 1-page narrative to accompany the [monthly/quarterly] KPI dashboard for [company name] for [period]. KPIs to address: - [KPI 1]: Actual [value] vs. Target [value] — [above/below/on track] - [KPI 2]: Actual [value] vs. Target [value] — [above/below/on track] - [KPI 3]: Actual [value] vs. Target [value] — [above/below/on track] - [KPI 4]: Actual [value] vs. Target [value] — [above/below/on track] For each KPI, write 2–3 sentences that explain: (1) whether performance is on track, (2) the primary driver of the result, and (3) any action being taken if off track. Close with a 1-paragraph overall assessment: what the numbers tell us about the business this period, what's most important to watch next period, and any decisions leadership should be aware of. Audience: executive leadership team. Tone: direct, analytical, and candid.

Board Report Executive Summary

Write an executive summary for a board financial report for [company name] for [period]. Financial data to incorporate: - Revenue: [amount] ([vs. budget %], [vs. prior year %]) - EBITDA: [amount] ([margin %]) - Cash and liquidity: [ending cash balance], [runway if applicable] - Headcount: [current], [change from prior period] - Top 2–3 financial highlights: [list] - Top 2–3 financial risks or concerns: [list] Requirements: - Keep to 1 page (300–400 words) - Lead with the overall financial health assessment (1–2 sentences) - Surface the decisions or approvals the board needs to make, if any - Use plain language — board members may not be finance professionals - Avoid embedding excessive data in the narrative; reference the full report for detail Tone: confident, transparent, and board-appropriate.

Cash Flow Commentary

Write a cash flow commentary for [company name] for [month/quarter] ending [date]. Cash flow data: - Beginning cash balance: [amount] - Ending cash balance: [amount] - Net change in cash: [amount] ([increase/decrease]) Operating activities: - Net income/loss: [amount] - Key non-cash adjustments: [e.g., depreciation $X, stock-based comp $X] - Working capital changes: [e.g., AR increased by $X, AP decreased by $X] - Net cash from operations: [amount] Investing activities: - Capital expenditures: [amount] - Other investing: [describe if applicable] - Net cash from investing: [amount] Financing activities: - Debt repayments or draws: [amount] - Equity activity: [amount, if any] - Net cash from financing: [amount] Write a 2–3 paragraph narrative that explains: (1) the overall cash position and trend, (2) the primary drivers of cash generation or consumption this period, and (3) the liquidity outlook — are there any concerns or notable strengths? Audience: CFO and finance leadership. Be specific and analytical; do not just restate the numbers.

Budget Request Narrative

Write a capital expenditure (capex) request narrative for [department/project name] requesting [amount] over [time period]. Include: - Executive summary (2–3 sentences on business value) - Problem statement: what challenge does this investment solve? - Solution overview: what are you purchasing/implementing? - Financial impact: - Expected cost savings or revenue uplift: [amount/percentage] - Payback period: [months/years] - NPV or IRR (if available) - Implementation timeline and milestones - Risks and mitigation strategies - Alternatives considered (2–3) and why this is best Tone: data-driven, persuasive but honest about risks. Suitable for CFO/executive review.

Forecast Assumptions Memo

Write a forecast assumptions memo for [company name]'s [annual/quarterly] financial forecast for [period]. Key assumptions to document: - Revenue growth rate: [%] based on [rationale, e.g., pipeline data, market growth, contract renewals] - Gross margin: [%] based on [rationale] - Headcount additions: [number] in [departments] with [rationale] - Key expense drivers: [list 2–3 with growth rates and rationale] - Macroeconomic assumptions: [e.g., inflation rate, interest rate environment] - Business-specific assumptions: [e.g., new product launch timing, customer churn rate] Structure: 1. Overview and purpose (1 paragraph) 2. Revenue assumptions (detailed) 3. Expense assumptions (detailed) 4. Key risks to the forecast (2–3 scenarios) 5. Sensitivity analysis summary: what happens if [key variable] changes by [%] Audience: CFO and finance leadership. Tone: precise, well-documented, and appropriately cautious.

Scenario Analysis Narrative

Write a scenario analysis narrative for [company name] evaluating three revenue scenarios for [period]. Scenarios: - Base case: [describe key assumptions — revenue, growth rate, headcount] - Upside case: [describe — what would have to go right] - Downside case: [describe — what risks would materialize] For each scenario, include: - Revenue projection: [amount] - Gross margin: [%] - Operating income/loss: [amount] - Cash runway (if applicable): [months] - Key assumptions driving the difference Close with: - Most likely scenario and reasoning (2–3 sentences) - The trigger points that would indicate we are moving toward upside or downside - Recommended contingency actions if downside materializes Tone: analytical, candid, decision-ready. Format for CFO or executive committee review.

Headcount Addition Request

Write a headcount addition request for [department] requesting [number] new [role(s)] for [time period]. Context: - Current team size: [number] - Current workload or capacity issue: [describe the gap — quantify if possible, e.g., "the team is handling 40% more volume with the same headcount as last year"] - Business impact of not hiring: [e.g., delayed projects, customer impact, team burnout] - Proposed role(s): [Job Title(s)] - Fully loaded annual cost estimate: [amount per head] - Expected ROI or productivity gain: [e.g., "each hire enables X additional revenue or saves Y hours per week"] - Timing: [when needed, onboarding timeline] Format as a 1-page business case for CFO or finance committee review. Lead with business impact, support with data, and close with a clear recommendation.

Expense Policy Plain-Language Summary

Summarize the following expense policy into a plain-language employee guide for [company name]. [Paste or describe the current expense policy here — or use the following categories as placeholders]: - Travel: airfare, hotel, ground transportation limits and approval requirements - Meals: per diem rates, client entertainment rules, approval for amounts over [threshold] - Equipment and software: what requires pre-approval, reimbursable vs. company purchase - Submission requirements: receipt thresholds, submission deadlines, approved platforms - Non-reimbursable expenses: [list examples] Format the summary as: 1. Quick-reference table (category / limit / approval required / notes) 2. Top 5 most common questions answered in plain language 3. Step-by-step instructions for submitting an expense report in [system name, e.g., Concur, Expensify] Keep it friendly and practical. Employees should be able to read this in 2 minutes and know exactly what to do.

Cost Reduction Opportunity Analysis

Help me identify and prioritize cost reduction opportunities for [department/company] for [period]. Current cost base to review: - Total operating expenses: [amount] - Key expense categories: [list 4–6 with amounts, e.g., "Software: $X, Travel: $X, Contractors: $X"] - Known constraints: [e.g., cannot cut headcount, customer-facing costs are protected] - Target savings: [amount or %] - Timeline: [when savings need to be achieved] For each expense category, analyze: 1. Current spend and trend (growing/stable/declining) 2. Potential savings levers (negotiate, eliminate, defer, optimize) 3. Estimated savings range (conservative to aggressive) 4. Implementation complexity (easy / moderate / complex) and timeline 5. Risk of cutting (operational impact, vendor relationship, employee morale) Rank opportunities by: (savings potential × ease of implementation). Output a prioritized action list for the CFO.

Expense Report Analysis

Analyze the following expense report data for [department/employee name] for [time period] and flag anomalies, policy violations, and trends. Expense data to review: - Total spend: [amount] - Number of reports submitted: [number] - Expense categories and amounts: [list categories with totals, e.g., "Travel: $X, Meals: $X, Software: $X"] - Policy thresholds: [e.g., meal limit $75/person, hotel limit $250/night, receipts required over $25] Analyze and provide: 1. Policy compliance summary: which line items exceed policy limits or lack required documentation 2. Anomaly flags: unusual spending patterns, duplicate submissions, or outlier transactions 3. Category trends: which categories are growing fastest vs. prior period 4. Top 5 largest expenses with brief assessment of each 5. Recommended actions: expenses to approve, reject, or request additional documentation for 6. Summary rating: overall policy compliance rate (% of spend in-policy) Format as a structured review memo for a finance manager or controller. Flag high-priority items clearly.

T&E Policy Communication

Write an internal communication announcing [new/updated] Travel & Expense (T&E) policy changes at [company name], effective [date]. Policy changes to communicate: - Change 1: [e.g., "Meal per diem reduced from $100 to $75 per day"] - Change 2: [e.g., "All airfare over $500 now requires manager pre-approval"] - Change 3: [e.g., "Hotel bookings must use preferred vendor list"] - Change 4 (if applicable): [describe] - New submission platform or process (if applicable): [e.g., "All expenses now submitted via Concur instead of email"] Write: 1. An all-employee email announcement (150–200 words): clear, professional, and non-alarmist 2. A FAQ section (5–7 questions employees are likely to ask with plain-language answers) 3. A quick-reference summary card (table format: category / old policy / new policy / effective date) Tone: clear and helpful, not bureaucratic. Acknowledge that change takes adjustment. Provide a contact for questions.

Audit Preparation Memo

Write an audit preparation memo to [department or team] at [company name] in advance of the [internal/external] audit scheduled for [date range]. Audit scope: [e.g., financial statements, SOX compliance, specific process area] Auditor: [audit firm name or internal audit team] The memo should include: 1. Purpose of the audit and why it matters (brief, non-alarmist) 2. What the audit will cover (specific areas or controls being tested) 3. What documentation the team needs to prepare (specific list with responsible owners) 4. Timeline and key milestones before the audit begins 5. How to handle auditor requests during fieldwork (process for responding, who is the point of contact) 6. Common findings to avoid (2–3 typical issues and how to prevent them this cycle) Tone: professional and proactive. The goal is to reduce anxiety and increase readiness. Avoid legalistic language.

Internal Controls Gap Assessment Summary

Write an internal controls gap assessment summary for the [process area, e.g., accounts payable, revenue recognition, payroll] at [company name]. Assessment context: - Process reviewed: [name] - Review period: [date range] - Reviewer: [name/role] Control gaps identified: - Gap 1: [describe the control weakness, e.g., "No secondary approval required for vendor payments over $10,000"] - Gap 2: [describe] - Gap 3 (if applicable): [describe] For each gap, provide: - Risk level (High/Medium/Low) - Potential impact if exploited or undetected - Recommended remediation (specific control to add or improve) - Responsible owner for remediation - Target remediation date Close with an overall risk rating for this process area and a prioritized remediation roadmap. Format for controller or CFO review.

SOX Control Narrative

Write a SOX (Sarbanes-Oxley) control narrative for the following internal control at [company name]. Control information: - Control name: [e.g., "Management Review of Monthly Journal Entries"] - Control objective: [what risk does this control address?] - Control type: [Preventive / Detective / Corrective] - Control frequency: [Daily / Weekly / Monthly / Quarterly / Annual / Event-driven] - Control owner: [role/title] - System or tool used: [e.g., NetSuite, Excel, Workiva] Narrative should include: 1. Control objective (1–2 sentences: what risk this control mitigates) 2. Control description: step-by-step description of how the control operates (who does what, when, and how) 3. Evidence of operation: what documentation or system record proves the control ran (e.g., signed log, system timestamp, approval workflow) 4. Population and sampling: what universe of transactions or records does this control cover? 5. Exception handling: what happens when the control identifies an issue? 6. Control gaps or known limitations (if any) Format to meet external audit documentation standards. Use precise, unambiguous language. Avoid passive voice.

Compliance Risk Matrix

Create a compliance risk matrix for [company name] covering [regulatory area(s), e.g., SOX, GAAP, state tax, data privacy]. Company context: - Industry: [e.g., SaaS, healthcare, financial services, manufacturing] - Size: [revenue range / employee count] - Regulatory obligations: [list applicable regulations or frameworks] - Recent audit findings or known issues: [describe or leave blank] For each compliance risk area, identify and assess: - Risk description: what could go wrong or be out of compliance - Applicable regulation or standard: [e.g., ASC 606, SOX Section 302, CCPA] - Likelihood of occurrence (High/Medium/Low): with brief rationale - Potential impact if it occurs (High/Medium/Low): financial, reputational, or operational - Current controls in place: what is already being done to manage this risk - Residual risk rating (after controls): Critical / High / Medium / Low - Recommended action: strengthen controls, accept risk, or remediate immediately - Owner: [role responsible] Format as a table for compliance committee or board review. Prioritize by residual risk rating.

Vendor Comparison Matrix

Create a vendor comparison matrix for [procurement category], evaluating [number] vendors. Comparison criteria: - Cost (total cost of ownership, pricing structure, volume discounts) - Service level agreements (uptime, support response time, SLAs) - Implementation timeline - Integration capabilities (list specific systems: [e.g., SAP, NetSuite]) - Contract terms (payment terms, renewal, exit clauses) - References/track record in [industry] Format as a table with vendors in columns, criteria in rows. For each cell, mark "strong," "adequate," or "gap" and add a brief note. Include a scoring rubric (1–5 scale) and final recommendation summary.

Vendor Contract Red Flag Checklist

Review the following vendor contract and identify key provisions, red flags, and negotiation points. Vendor: [Vendor name] Contract type: [SaaS subscription / professional services / supply agreement] Contract term: [length] Annual value: [amount] Analyze the contract for: 1. Pricing and payment terms (auto-renewals, price escalation clauses, payment timing) 2. Data rights and privacy (who owns data, data portability, breach notification timelines) 3. Liability and indemnification (caps, carve-outs, mutual vs. one-sided) 4. Termination rights (for cause, for convenience, notice periods) 5. SLA definitions and remedies (what happens when they miss SLAs) 6. Intellectual property provisions (who owns work product, license scope) For each area, flag: (a) what the contract says, (b) whether it is standard or problematic, and (c) the recommended negotiation ask. Format as a structured review for the legal or finance team.

Vendor Performance Scorecard

Create a vendor performance scorecard for [vendor name], our [service/product category] vendor, covering the period [date range]. Evaluation criteria: - Service quality / deliverable quality: [rating 1–5] — [brief notes] - On-time delivery / SLA compliance: [rating 1–5] — [brief notes] - Responsiveness and communication: [rating 1–5] — [brief notes] - Value for cost: [rating 1–5] — [brief notes] - Contract compliance: [rating 1–5] — [brief notes] - Innovation or continuous improvement: [rating 1–5] — [brief notes] Generate: 1. A weighted overall score based on the criteria above (suggest weights if not provided) 2. A 2–3 sentence performance summary for each category 3. Top 2 vendor strengths 4. Top 2 areas for improvement with specific asks 5. Recommended contract action at next renewal: [renew as-is / renegotiate / rebid / terminate] Format for vendor business review meeting.