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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
0 practiced
After an A/B test of a dashboard redesign you observe a measured productivity improvement with a p-value of 0.04 but a small effect size. As a BI analyst, how would you translate statistical significance into expected dollar benefits for the business case? What additional checks would you perform before embedding the result into forecasts?
HardTechnical
0 practiced
You are building a 10-year NPV model where revenues are in EUR and costs in USD. Describe how you would model currency conversion, inflation, and appropriate discount rates. Provide the formula to compute present value when cashflows are in mixed currencies and explain choices for nominal versus real rates.
EasyTechnical
0 practiced
As a BI analyst, how would you select an appropriate discount rate for calculating NPV for a department-level BI initiative? Describe at least three sources or methods to determine the discount rate and the pros and cons of each.
HardTechnical
0 practiced
Explain the concept of real options valuation and how it applies to staging a BI deployment in two phases. Provide a high-level model for valuing the option to expand in year 2 based on uncertain benefits and include what inputs you would need.
HardTechnical
0 practiced
You review a submitted BI business case reporting a 400% ROI in year 1. Walk through an audit checklist to verify assumptions and numbers, listing at least eight checks you would perform and how you would correct common errors you might find.

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