ClickHouse integration: AI agents that query your data
ClickHouse is an open-source columnar analytics database, used by technology companies for fast queries over large volumes of events and logs. The agent reaches ClickHouse through the iTeam app catalog, with a read-only user, to run SQL queries on the databases you approve.
What AI agents do with ClickHouse
Business question becomes SQL
A manager asks how many active customers there were per plan this week, and the agent writes and runs the query. The answer comes with the query used, so it can be checked.
Recurring reports without an analyst
Weekly reports on usage, retention or volume are generated automatically and sent in Slack. The data team only maintains the definitions.
Anomaly detected
The agent compares daily metrics with history and warns you when something falls outside the pattern. The alert includes the segment that contributed most.
Query cost under control
The agent works within time and row limits that you set and avoids heavy queries at peak hours.
Connect ClickHouse once. The agents use it within your rules.
- In the app catalogAvailable in the iTeam app catalog, with the app’s own login and permissions per agent.
- Each agent gets the right accessYou decide what each agent can read or do in ClickHouse, by area and by person.
- Human approval where it mattersSensitive actions wait until someone with the authority approves them.
- A trail and a cost for every actionWho asked, what the agent did in ClickHouse and what it cost, all on record.
Ready-made AI teams for this work
Management reporting team
Revenue, margin, pipeline and cash in one report, built from your systems, with a short note on what changed and why.
Data analysis team
Ask which customers stopped buying or which region lost margin. The team writes the SQL, runs it and explains the result.
IT service desk team
Password resets, access requests and how-to questions handled in chat, with Jira updated and approvals in place.
Often used together with ClickHouse
Questions about ClickHouse and AI agents
Does iTeam integrate with ClickHouse?
Yes, ClickHouse is in the iTeam app catalog, whether it runs in the cloud or on your own server. We recommend a read-only user with access to the databases that are needed.
Can the agent change or delete data?
No, as long as the user is read-only, which is the recommended default. Every query it runs is recorded in the audit trail.
How do I make sure the answer is right?
The agent shows the query it used and can follow metric definitions approved by your data team.
