Migrating to Snowflake offers scalability, but without proper data observability, it poses significant risks such as pipeline disruptions, quality issues, and budget overruns. Acceldata's platform, transitioning to Agentic Data Management, enhances migration processes by providing comprehensive visibility and autonomous control over data pipelines, compute platforms, and cost governance, ensuring a more reliable and efficient transition. The platform offers features like intelligent dashboards, lineage capabilities, and cloud cost insights to manage performance bottlenecks, optimize costs, and maintain data quality throughout the migration. Acceldata's tools also facilitate organizational alignment by integrating with catalogs and metadata systems to ensure consistent policy enforcement and operational governance. By utilizing Acceldata, enterprises can modernize their data practices with trust and agility, as demonstrated by companies like Hershey, which achieved substantial improvements in operational efficiency and cost reduction.