Agentic AI

ClickHouse is the best platform for Agentic AI

Agents need immediate, reliable access to live context. ClickHouse combines continuous ingestion, fast analytical queries and massive concurrency in one platform, making it perfectly suited for the demands of agentic AI.

Using the Agentic Data Stack and my Agentic Analytics Framework, I help companies build trustworthy, private and scalable AI solutions built on top of real time data foundations. This incorporates Langfuse, a ClickHouse native platform for AI governance, control and cost tracking.

From prototype to trustworthy governed production

Agentic Data Stack.

What you build
Agentic analytics
Agentic workflows
Observability
Trace, evaluate and govern with Langfuse
Models
Frontier models
Open source models
Local models
Context
Agent context
Agent skills
Real time data foundations
ClickHouse

Agentic AI in action

Two short demos of agentic analytics running end to end on ClickHouse. Both run against self hosted open source models rather than frontier APIs, showing that trustworthy, private and cost effective agentic experiences can be built entirely on open infrastructure.

Business Facing Internal Analytics

An internal analyst asks natural language questions of live ClickHouse data. The agent plans, queries and returns governed answers with the underlying SQL surfaced for review.

Consumer Facing Analytics

A consumer facing product where end users interact conversationally with their own data in ClickHouse, powered by an open source model behind the scenes.

Latest thinking on ClickHouse and agentic AI

I regularly share what I'm learning about building trustworthy, production grade agentic AI on ClickHouse from architecture patterns to hands on lessons from real client work.

Blog post cover image: Why ClickHouse Is The Best Data Platform For Agentic AI
AIArchitecture
2026-07-16 7 min read

Why ClickHouse Is The Best Data Platform For Agentic AI

As companies execute their AI strategies, most databases can't keep up with the concurrency, freshness and price/performance that agentic workloads demand. Here's why ClickHouse is uniquely well suited.

Read Article
Blog post cover image: What Do We Mean By Agentic Analytics
AIAnalytics
2026-07-17 5 min read

What Do We Mean By Agentic Analytics

Agentic analytics is a step beyond text-to-SQL — planning, decomposition and iteration over your data. Here's what it means in practice and why ClickHouse is a natural fit.

Read Article
Blog post cover image: Using Open Source and Open Weight LLMs With ClickHouse
AIOpen Source
2026-07-20 7 min read

Using Open Source and Open Weight LLMs With ClickHouse

How to combine open source and open weight models such as Deepseek, GLM and Kimi with ClickHouse using third party inference providers like Fireworks.ai and Baseten.

Read Article
Blog post cover image: Self Hosting An Open Source Model With ClickHouse
AIOpen Source
2026-07-23 6 min read

Self Hosting An Open Source Model With ClickHouse

A walkthrough of self hosting an open source model such as GLM, connecting it to ClickHouse for agentic analytics, and the benefits around data locality, cost and privacy.

Read Article
Blog post cover image: The Agentic Data Stack
AIAgents
2026-02-13 5 min read

The Agentic Data Stack

How ClickHouse have assembled ClickHouse, the ClickHouse MCP server and LibreChat into an integrated agentic data stack — and why this combination is well suited for building agentic analytics and internal agent teams.

Read Article
Blog post cover image: Deploying Agentic Analytics In Financial Services
AIAgents
2026-05-04 6 min read

Deploying Agentic Analytics In Financial Services

Agentic analytics is changing how financial services firms explore data — moving beyond text-to-SQL into scenario modelling, strategy development and real partnership with the LLM. Here's why ClickHouse is the right database to build on.

Read Article
Blog post cover image: Using Gemini and Claude For SQL Analytics - A Bake Off
General
2025-07-08 16 min read

Using Gemini and Claude For SQL Analytics - A Bake Off

A bake off of Claude and Gemini in order to test their SQL performance against a ClickHouse database.

Read Article

Building agentic AI on ClickHouse?

Whether you are exploring your first agentic analytics prototype or scaling an existing deployment, get in touch to discuss how ClickHouse can sit at the centre of your AI strategy.

Get in touch