changing those drivers, and updates recommendations as new information becomes available. Cassi AI is designed to help organisations compare options, understand the trade-offs between them, and allocate resources toward the levers that most improve expected outcomes. Its tools are used in contexts where uncertainty, risk, and complex dependencies affect planning and execution.