ClickHouse has acquired LibreChat, a prominent open-source AI chat platform that simplifies interaction with various large language models. This move integrates LibreChat into ClickHouse's framework, enhancing their vision for what they call an "Agentic Data Stack." The combination of LibreChat's user-friendly interface and ClickHouse's analytical power enables the development of analytics agents that efficiently manage and expose large datasets. Several organizations, including Shopify, cBioPortal, and Daimler Truck, have already implemented agentic analytics using LibreChat. For instance, Shopify uses it to enhance internal AI tools, significantly boosting productivity by providing quick access to company data. cBioPortal has introduced a chat-based tool that allows users to engage with cancer genomics datasets in a straightforward manner, enabling new research questions. Daimler Truck employs LibreChat to democratize AI access for all employees while ensuring data security. ClickHouse emphasizes that traditional analytics processes can be slow, often taking hours or days due to various handoffs. In contrast, agentic analytics can deliver insights in seconds. The internal agent at ClickHouse, named Dwaine, exemplifies this efficiency. Since its launch, Dwaine has generated millions of tokens daily, allowing users to pose complex business questions and receive immediate, actionable answers without the need for extensive SQL knowledge. The approach aims to streamline data access and transform how teams interact with information.