I enjoyed the practical, real-world approach to commercial project management. The simulation helped me understand how KPIs, financial forecasting, risk management, and stakeholder communication come together in a large-scale rail project. I especially liked working with project data and translating it into actionable recommendations for leadership.

Learning data analysis concepts through realistic examples. Testing hypotheses before investing time in real data collection. Exploring “what-if” scenarios and predicting possible outcomes. Practicing statistical techniques and data visualization. Finding patterns that might otherwise be difficult to notice.

The simulation was well structured and realistic. It helped me understand the responsibilities of a Commercial Project Manager, including KPI analysis, EAC forecasting, risk management, and stakeholder communication. I enjoyed working on practical project scenarios that improved my analytical and reporting skills.