→ Automate dynamic data retrieval from Storage – Query Service by scheduling and executing Grail queries, reducing manual query handling and accelerating data-driven decision making. → Enhance query accuracy and reduce errors through automatic query verification and structured autocomplete suggestions, streamlining query construction for analysts and engineers. → Manage and monitor long-running queries effectively by automating cancellation of stale queries and polling for real-time status and results, ensuring resource efficiency and timely insights.