--- title: ClickHouse Agents — Talk to your data description: The fully managed agentic analytics service in ClickHouse Cloud. Ask questions in natural language, get answers and charts from live data, and ship agents your whole team can use. --- # Talk to your data Ask anything. Build agents. Own your agents. Stop waiting on dashboards and ticket queues. Ask questions in natural language, get answers, charts, and artifacts from live data, and ship agents your whole team can use. - [Get started today](https://console.clickhouse.cloud/signUp?loc=agents-page-hero&intent=ai) - [View documentation](https://clickhouse.com/docs/products/cloud/features/ai-ml/agents) Powering agentic analytics at Tekion, Visa, iFood, Fetch, Shopify, Daimler Truck and cBioPortal. ## Agentic analytics powered by ClickHouse ### Answers in seconds Sub-second queries on billions of rows, even when agents fire 10–100x the volume of a human analyst. ### No code agent builder Define, configure, and publish agents grounded in your data with the no-code Agent Builder. ### Open by design Built on open-source [LibreChat](https://github.com/danny-avila/LibreChat). Your agents, [skills](https://github.com/ClickHouse/agent-skills), and workflows stay portable. ## Customers in action delivering agentic analytics ### iFood Agentic security platform for threat detection & response **Week-long threat hunts → ~2 hours · sub-agents over 30+ TB** > With our security data in ClickHouse, our agents can draw on months of historical context and, because queries are so fast, rapidly test multiple hypotheses at scale. > > — iFood [Read blog](https://clickhouse.com/blog/ifood-agentic-security-platform) ### Tekion Enterprise AI platform for automotive retail **2,000+ active users · 150+ employee-built agents · 90,000+ messages a month** Tekion runs TekionGPT company-wide: employees across every business function build and use their own agents, connected to CRM, finance, and Slack data, with no central team required. [Watch video](https://youtu.be/uNH4BeD69f4?t=4429) ### Visa Conversational analytics agents on payments data **8–10 hours reclaimed per user, every week** Visa teams query 40 petabytes of payments data in natural language. Reports that took days now come back in seconds, with security and governance controls fully preserved. [Read blog](https://clickhouse.com/blog/visa-conversational-agents) ## Chat with your data, with SQL assistance right there Open ClickHouse Agents and start asking: multi-turn analysis, charts, dashboards, and artifacts against live ClickHouse data. Analysts can also benefit from the built-in assistant to write, fix, and speed up queries, with full awareness of their schema and saved work. - Natural language to answers, charts, and dashboards - Query fixes and docs answers right in the SQL console - Shareable artifacts and persistent memory stores ## Ship analytical agents as SMEs Data teams turn their expertise into agents with the no-code Agent Builder: a revenue agent, a consumption trends agent, an account planning agent, each grounded in your ClickHouse data with custom instructions, [skills](https://github.com/ClickHouse/agent-skills), context files, and tool access. Publish them through the marketplace with sharing and access controls, and every team has a subject matter expert on call, no SQL required. - No-code Agent Builder - Marketplace with governed sharing - SSO, encrypted storage, governed data access ## Model, transform, and visualize inline Reach for the code interpreter when the answer requires deterministic computation that a language model can’t produce reliably. Run code instead, in Python, JavaScript, and more, for parsing, transformation, or computation without leaving the chat. ## A database built for agentic workloads Analytical agents generate a new class of workload: bursty, concurrent, and unpredictable, with every retry burning tokens. ClickHouse delivers sub-second latency on billions of rows and thousands of concurrent queries, so agents answer at machine speed and costs stay predictable as adoption grows. ## Everything you need for agentic analytics, managed ### Chat interface Ship production-ready agentic analytics on your ClickHouse data in minutes with no configuration needed. ### No-Code Agent Builder Build and share specialized, governed agents for every team and workflow, without writing a line of code. ### Embedded Assistant Write SQL faster, fix queries, generate dashboards, and get docs answers without leaving the console. ### Sandboxed Code Interpreter Run Python or JavaScript against live ClickHouse query results inside any conversation to model, transform, and visualize inline. ### Multi-agent Workflows & Sub-agents Orchestrate teams of specialist sub-agents to run end-to-end analytical workflows concurrently. ### Governed by default SSO, sharing and access permissions, and encrypted message storage are built in, so self-service never means losing control. [ClickHouse welcomes Langfuse: The future of open-source LLM observability](https://clickhouse.com/blog/clickhouse-acquires-langfuse-open-source-llm-observability) ## Built for Production AI Close the AI engineering loop. - Trace full agent workflows, from prompts to tool calls and responses - Evaluate agent outputs with custom scoring and human feedback - Monitor quality, cost, and latency across every LLM call [Get started on langfuse.com](https://langfuse.com/?utm_source=clickhouse_agents) ## Try ClickHouse Agents in ClickHouse Cloud Available to all ClickHouse Cloud customers in public beta. Open the console and ask your first question in minutes. - [Create a free account](https://console.clickhouse.cloud/signUp?loc=agents-page-get-started-footer&intent=ai) - [View documentation](https://clickhouse.com/docs/products/cloud/features/ai-ml/agents) ## FAQs Wherever you need us, we’re there. We love to engage in thoughtful conversation with the ClickHouse community and are always on-hand to answer your questions. [Ask us anything](https://clickhouse.com/company/contact) ### What is ClickHouse Agents? The fully managed agentic analytics service in [ClickHouse Cloud](https://clickhouse.com/cloud), powered by Claude: a chat interface, no-code Agent Builder, sandboxed code interpreter, skills, memory stores, and multi-agent workflows, grounded in your ClickHouse data. ### How is it different from self-hosting LibreChat? Same open-source core, plus what you’d otherwise build: SSO, multi-tenant isolation, encrypted storage, sandboxed code execution, pre-configured ClickHouse connection and Claude model. [Self-hosting](https://github.com/ClickHouse/agentic-data-stack) remains the right choice for maximum runtime control ([docs](https://clickhouse.com/docs/products/agentic-data-stack/overview)). ### What model does ClickHouse Agents use? Claude, pre-configured for every customer with no API keys. Other models can be configured per agent through the Agent Builder. ### Can I bring my own agents or tools? Yes. Connect any agent, MCP client, or BI tool directly to ClickHouse through the platform’s [connectivity layer](https://clickhouse.com/docs/products/agentic-data-stack/components/mcp-server). Agents is the first-party experience, never a requirement. ### Can my customers use it? ClickHouse Agents is built for your teams. To power AI in your own product, use ClickHouse as the [real-time data layer](https://clickhouse.com/ai) under your own agent stack. ### What does it cost? Available to all ClickHouse Cloud customers in public beta at no additional charge. Pricing will be available soon.