We engage deeply to understand business goals, challenges, and user expectations. This insight shapes a clear modernization scope and measurable success criteria. Using AI Agents, we uncover gaps in legacy systems and identify opportunities where modernization can drive meaningful outcomes, ensuring every initiative strengthens overall legacy system transformation efforts.