Google BigQuery integration: AI agents that answer from your data
Google BigQuery is the data warehouse of Google Cloud, used to store and query, in SQL, large volumes of sales, marketing, product and operations data. The agent uses the native BigQuery connector to query authorized tables and views with a service account, with a limit on bytes processed per query.
What AI agents do with Google BigQuery
Question answered with the query attached
The manager asks which channel brought the most customers this month, and the agent runs the SQL on the right BigQuery views and answers with the number and the query used.
Change explained
When a metric drops, the agent breaks it down by dimension, such as region, product and channel, and shows where the difference is.
Query cost under control
The agent estimates the bytes before running and avoids expensive queries, respecting the cost cap set for it.
GA4 and Ads data combined
With the GA4 and Google Ads export in BigQuery, the agent links visit, campaign and sale and shows the real return of each channel.
Connect Google BigQuery once. The agents use it within your rules.
- Native connectorIt comes ready in the iTeam catalog: you authorize access and the agent starts using it.
- Each agent gets the right accessYou decide what each agent can read or do in Google BigQuery, 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 Google BigQuery and what it cost, all on record.
Ready-made AI teams that use Google BigQuery
Often used together with Google BigQuery
Questions about Google BigQuery and AI agents
Does iTeam integrate with Google BigQuery?
Yes. BigQuery is a native iTeam connector, linked with a service account created by your team in Google Cloud.
Does the agent see every table?
No. It only queries the datasets and views released to the service account, and every query is recorded in the audit trail.
What if the query gets expensive?
The agent has a limit on bytes per query and a cost cap, and warns before running anything large.
