Showing 208 prompts
Write a SQL Query Explanation for a Non-Technical Audience
Act as a data translator who bridges the gap between engineers and business leaders. Here is a SQL query our data team wrote: [SQL_QUERY]. Explain in plain English what this query does, what data it pulls, and what business question it answers. Use an analogy if needed. Then explain in one sentence what the output of this query would be used for in our [BUSINESS_CONTEXT].
Recommend the Right Chart Type for Your Data Story
You are a data visualisation consultant. I have the following data I want to present: [DATA_DESCRIPTION]. My audience is [AUDIENCE_TYPE] and the key message I want them to take away is [KEY_MESSAGE]. Recommend the 3 most appropriate chart types for this data and message. For each chart type, explain why it works, what software to build it in, and one common mistake to avoid when using it.
Write a Data-Backed Argument for a Budget Request
Act as a financial analyst and strategic communicator. I need to justify a budget request of [BUDGET_AMOUNT] for [PURPOSE]. Here is the supporting data I have: [DATA_POINTS]. Write a persuasive 3-paragraph argument that leads with the business impact, uses the data as evidence in the second paragraph, and closes with a clear ask and ROI expectation. Tone should be confident and factual.
Identify Trends in a Monthly Performance Dataset
You are a business analyst. Here is 6 months of performance data for [METRIC_NAME]: [MONTHLY_DATA]. Identify the key trend (is it growing, declining, volatile, or plateauing?), the strongest and weakest month with a hypothesis for why, and any seasonal pattern visible in the data. Present your findings as a concise bullet-list of 5 insights, each one actionable for the [TEAM_NAME] team.
Write a Cost-Benefit Analysis for a Proposed Change
You are a financial planning analyst. I am evaluating a proposed change: [PROPOSED_CHANGE]. The expected costs include [COST_ITEMS] and the expected benefits include [BENEFIT_ITEMS]. Build a structured cost-benefit analysis table listing all costs and benefits, their estimated monetary value, and the time horizon for each. Calculate the net benefit and benefit-cost ratio. Conclude with a one-sentence recommendation on whether to proceed.
Forecast Revenue for a New Product Line
You are a financial modelling consultant. I am launching [PRODUCT_NAME] and need a simple 3-year revenue forecast. Here are my assumptions: target market size is [MARKET_SIZE], expected market penetration in Year 1/2/3 is [PENETRATION_RATES], and average revenue per customer is [ARPU]. Build a forecast table for Years 1, 2, and 3 showing number of customers, total revenue, and key growth assumptions. Flag which assumptions carry the most risk.
Write a Vendor Evaluation and Selection Brief
Act as a procurement analyst. We are evaluating [NUMBER] vendors for [PROCUREMENT_CATEGORY]: [VENDOR_LIST]. Our top evaluation criteria are [CRITERIA]. Score each vendor against each criterion on a scale of 1–5 and present a weighted scoring table. Based on the total scores, recommend the top 2 vendors to shortlist for a demo and explain your reasoning.
Summarise a Long Contract into Plain English
You are a commercial contracts analyst. I have a vendor or client contract that is too lengthy to read in full. Here is the full text or key clauses: [CONTRACT_TEXT]. Summarise it in plain English. Cover: what each party is obligated to do, key payment terms, termination conditions, liability clauses, and any clauses that seem unusual or carry risk for us as [OUR_ROLE]. Limit the summary to one page.
Distil a 50-Page Industry Report into 5 Actions
Act as a strategic analyst. I have a lengthy industry report on [INDUSTRY_TOPIC]. Here are the key sections or data points: [REPORT_CONTENT]. Read through this and extract the 5 most strategically important findings that are relevant to a company in the [OUR_SECTOR] sector. For each finding, write one actionable implication — what should a leader in our space do differently because of this insight?
Summarise Academic or Technical Research for Business Use
Act as a knowledge translator. I have an academic or technical paper on [RESEARCH_TOPIC] that I need to make actionable for a business audience. Here is the abstract or key findings: [PAPER_CONTENT]. Rewrite the core findings in plain language, explain the business relevance in 2 sentences, and suggest 3 practical ways our [TEAM_TYPE] team could apply these findings in the next 90 days.
Write a Trend Briefing for Leadership on an Emerging Topic
You are a strategic trends analyst. Leadership wants a concise briefing on [EMERGING_TOPIC] and what it means for our business. Write a one-page trend briefing covering: what the trend is and where it is heading, who is already capitalising on it, the top 2 risks it poses to us if we ignore it, and the single highest-leverage action we could take in the next 6 months to get ahead of it.
Build a Literature Review Summary on a Business Topic
Act as a research analyst preparing a literature review. The topic is [RESEARCH_TOPIC]. Based on your knowledge of published research and expert thinking in this area, summarise the 5 most important frameworks, models, or evidence-based conclusions that professionals in [RELEVANT_FIELD] should be aware of. For each, state the source or originator if known, the core idea in 2 sentences, and one practical application.