Datafold Migration Agent 2.0 revolutionizes data stack modernization by leveraging a graph-based model to map entire environments, identify hidden dependencies, and intelligently refactor code into modern paradigms, significantly reducing migration timelines and costs compared to traditional methods. Unlike conventional, consulting-heavy approaches that rely on adding personnel, DMA 2.0 enhances its capabilities through software improvements, offering a complete rebuild that automates the entire migration lifecycle. The new version not only improves core functionalities like discovery, dependency analysis, and refactoring but also ensures accurate and maintainable outcomes by modularizing massive procedures and automatically restructuring legacy code. It addresses validation challenges by generating synthetic datasets for testing without compromising security and employs a built-in test harness to ensure accuracy, creating a trustworthy, scalable migration process. DMA 2.0 transforms migrations from a translator-centric process to a navigator-driven one, offering a streamlined, accelerated path to modernization that adapts to the complexity and scale of any platform.