I mapped each customer interaction before building the simulation, using a design document to track learner choices, different paths, account information, and outcomes.

The scenarios go beyond simple right-or-wrong answers. Each choice has a realistic consequence. Learners might solve an issue quickly but miss a larger account risk, spend extra time investigating when it isn’t needed, or escalate before they have enough information.