APIs, and potential vulnerabilities while offering visualization tools and structured reporting to assist with risk assessment. LightStrike AI supports modernization planning by highlighting dependency chains and bottlenecks that can affect performance and scalability. Its approach helps organizations manage large-scale software environments more effectively by integrating AI-driven insights into governance and development workflows. The system is designed to improve decision-making for enterprises by turning complex codebases into clear, actionable information.