This is a structured profitability case requiring bottom-up revenue modeling based on a sales funnel. The candidate must calculate the impact of two key changes (conversion rate and student lifespan) on total revenue streams from both ongoing student payments and certification fees. The case tests financial modeling rigor, the ability to work with multi-stage funnels, and the capacity to identify and quantify business drivers.