Today we are proud to announce that Dreambase has been selected for the inaugural class of House Mates, ClickHouse's official partner community for the companies building on top of one of the most powerful analytical databases in the world.

Here is what that unlocks for every team building on ClickHouse.

One-Click ClickHouse Integration

Earlier this month we shipped native OAuth MCP support for ClickHouse in the Dreambase Integration Marketplace. Connect your ClickHouse cluster to Dreambase in a single click. No API keys, pipeline setup, or credential management. Authorize once and your ClickHouse data is immediately available to every Dreambase data agent. Get started for free.

Why ClickHouse Is So Powerful

ClickHouse is where serious analytical workloads live. Real-time event streams. Application logs and traces. Observability data. Time series metrics. User behavior at scale. Fraud detection signals. Financial transactions. IoT sensor data. Warehouse workloads that process tens of billions of rows a day.

If your team has scaled past a single production database, you have almost certainly scaled into ClickHouse, and the questions you want to answer have scaled with it.

That is the moment the legacy analytics playbook starts to crack. ClickHouse holds the rows. Your BI tool holds the dashboards. Your data warehouse holds another copy. Your business sources hold the context. Nothing is in the same place at the same time, and nobody on the team can move at the speed the data deserves.

One workspace for every layer of your stack

Analytical and operational systems have historically lived in separate worlds. Different tools, different teams, different answers. Dreambase and our data agents unite them.

Your ClickHouse data and your transactional data exist in the same AI-native workspace, joinable in the same Dashboard, queryable by the same agent. The questions you can answer when every source lands in the same context are fundamentally different from the questions either platform could answer alone.

This is what AI-native analytics looks like at scale. Not a chart tool bolted onto one database. A reasoning layer that sees everything.

End-to-end analytics, one OAuth click at a time

The integration does not stop at ClickHouse. The same one-click OAuth model powers the entire Dreambase Integration Marketplace.

Add Stripe or Polar for revenue and billing. Add HubSpot to bring your sales pipeline into the picture. Add GitHub for engineering output and commit activity. Add Linear for project and sprint tracking. Add Resend for email performance. Connect any REST API via OpenAPI URL in seconds.

A few examples of what this unlocks in practice:

• SaaS company: Join ClickHouse event data with Stripe revenue to see exactly which product behaviors drive expansion revenue, broken down by plan type, acquisition channel, and cohort.
  
  

• Infra or data team: Combine ClickHouse observability logs and traces with GitHub deployment activity and Linear sprint data to correlate engineering velocity with production stability in a single live Dashboard.

What You Get in Dreambase

When your data is connected, Dreambase gives you a full AI-native analytics layer on top of it.

Insights Chat lets you ask questions across every connected source in plain language and get answers, charts, and analysis immediately. Type a question. Get a result.

Production Dashboards with live filtering, drag-and-drop layout, and background generation let you build and share analytics that stay current automatically. Share a public link and your team, investors, or customers see live data.

AI-Native Pipeline transforms data from every connected source. ClickHouse analytical queries. MCP tool responses. API payloads. All of it landed as automatically refreshed, semi-structured dataset caches. Your Dashboards are always fast. Your data is always fresh.

Data Agent Skills are how you teach Dreambase your business. Bundle your data sources, KPI definitions, and business logic into a reusable Skill. Every agent, every Dashboard, and every Report uses it automatically from that point forward.

Coming soon: CLI, API, MCP, and SDK

Everything above will soon be available externally. The Dreambase CLI, public API, MCP server, and SDK will let your own agents and tools consume Dreambase Skills directly. Build a Dashboard from a GitHub Action. Query a Skill from Cursor. Trigger a Report from your own workflow. Reach out if you want early access.

Just getting started

Joining the first House Mates cohort puts Dreambase shoulder to shoulder with the people building on the analytical database that powers the modern internet. We are proud to be in the inaugural class, and we are just getting started.

Every team running on ClickHouse should have AI-native intelligence sitting directly on top of all of it. Starting today, every team in the cohort does.

Get started for free.

Andy Keil is Co-Founder and CEO of Dreambase based in Austin, TX. Please follow @DreambaseAI for updates.