An agentic data platform that democratizes data preparation by allowing business domain experts to directly work with their data. It let's business users (PMs, analysts, operations teams) sync, clean, transform, analyze, visualize data through workflows, by simply asking. We help users validate their logic through dry runs and clarifying questions, ensuring correctness before running on big datasets. And the platform includes built-in semantic awareness that continuously evolves as users interact with the agent.