Finance & Business Operations Topics
Financial management, budgeting, ROI analysis, and business operations. Covers financial forecasting, valuation, and operational metrics.
Business Case Development and ROI Analysis
Constructing a business case to justify an investment or initiative, quantifying costs and benefits, and computing return on investment. Covers cost-benefit analysis, financial-impact quantification, articulating business benefits, and framing recommendations for approval. Emphasizes making the numeric argument that a proposal is worth funding.
Business Metrics and Unit Economics
The operating and financial metrics that describe how a business makes money, including unit economics, KPIs, and the drivers behind them. Covers defining and computing metrics, understanding how business events move them, and reasoning about revenue, cost, and margin at the per-unit level across business models. Focuses on the metric layer that connects operations to financial outcomes.
Scenario and Sensitivity Analysis
Testing how outcomes change under different assumptions through scenario modeling and sensitivity analysis. Covers building base, upside, and downside cases, isolating the variables that most affect results, and communicating the range and key drivers of uncertainty. Emphasizes stress-testing a model rather than producing a single point estimate.