Kathalyst is an AI-driven solution that Automates Mainframe Modernization. We ingest a codebase and output clear and concise documents that explain the code, what it does, how it works, its dependencies, a visual diagram that displays the interactions within the codebase and code written in a modern language. We specifically focus on COBOL modernization.