Data migrations, traditionally lengthy and manual, have been transformed by Datafold's Migration Agent (DMA), an AI-driven tool designed to streamline the process by automatically translating legacy code and validating data parity with proprietary technology. DMA enhances migrations by ensuring input data matches exactly between old and new systems, reducing manual effort and providing full visibility into any discrepancies. The tool's Source Aligner creates frozen versions of input datasets from both systems to facilitate accurate comparisons, enabling data teams to save significant time and ensuring 100% data parity. By automating end-to-end data validation and code conversion, DMA dramatically reduces migration timelines and risks, providing audit logs and enabling faster stakeholder sign-off. This innovation allows data teams to focus on data innovation without compromising on quality, setting a new standard for efficient and accurate data migrations.