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Business Case Development and Financial Analysis Questions

Skills and practices for building persuasive business cases and performing financial analysis to justify investments and prioritization. Topics include enumerating and estimating cost categories such as implementation, licensing, development, infrastructure, deployment and ongoing support; quantifying tangible benefits such as cost savings, revenue uplift, productivity improvements and efficiency gains; and accounting for intangible benefits such as risk reduction, flexibility and employee satisfaction. Financial techniques include total cost of ownership, simple return on investment, payback period, net present value using discounted cash flows, internal rate of return, lifecycle cost analysis and build versus buy comparisons. Candidates should be able to construct cash flow timelines, separate capital and operating expenses, perform sensitivity and scenario analysis, estimate ranges and confidence, model procurement and vendor tradeoffs, and state assumptions clearly. Practical communication skills include tailoring the financial narrative and level of detail for finance leaders, procurement partners, technical stakeholders and executive sponsors, showing break even and sensitivity charts, defining success metrics and timelines, and describing how to track and report realized outcomes after implementation.

MediumTechnical
68 practiced
Design a Power BI dashboard to track ROI for multiple analytics initiatives over time. Describe the data model (tables, keys), required measures (NPV, cumulative savings, realized vs forecast), recommended visuals, refresh cadence, and how you would surface exceptions to business owners.
MediumTechnical
114 practiced
You're negotiating license pricing with a vendor that offers per-seat pricing and tiered enterprise pricing. What operational and usage metrics would you collect to build a negotiation model that forecasts cost by tier and recommends the optimal license structure? Name at least five metrics and explain how each affects the model.
EasyTechnical
115 practiced
List the primary internal and external data sources you would consult to estimate costs and benefits when preparing a BI business case. For each data source describe the type of data you expect to extract and one validation check you would perform to ensure accuracy.
MediumTechnical
81 practiced
Explain how to create a tornado chart for a business case with the variables: initial cost, annual benefit growth rate, discount rate, and operating cost. Describe how you would compute each variable's impact on NPV and the steps to build the chart in Excel or Tableau.
MediumTechnical
107 practiced
Describe a step-by-step approach to run a Monte Carlo simulation for uncertain inputs in a BI business case. Include how you would select distributions for inputs, whether and how to model correlations between variables, and how to interpret the output for executive decision making.

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