Risk modeler game

KPMG’s Risk Modeler Game is one of my favorite projects. I led the UX and design strategy in close collaboration with our senior economist and engineering director.

The initiative began as a static survey—designed to collect qualitative risk data from supply chain managers to train an AI model. My directive was to transform that flat survey into a dynamic, interactive experience that reflected KPMG’s future-forward vision for risk analysis.

In the game, risk officers are presented with global disruption scenarios—such as a military invasion—and asked to identify cascading risk events. Each event is evaluated across four dimensions: velocity, impact, likelihood, and connectivity to other risks.

When all scenarios are completed, users generate a visual “risk nebula”—a dynamic map of interconnected threats. It helps supply chain leaders quickly interpret complex relationships and determine how urgently they need to act.

The final product became a centerpiece in trade show demos and enterprise sales conversations, giving KPMG a powerful way to showcase their AI capabilities and provoke deeper discussions around global risk strategy.