Google Cloud Integration for AI Agents
Google Cloud is Google's cloud platform, with services for compute, storage, databases, data and AI, used by technology and data teams. The agent uses the public Google Cloud APIs with a minimum-permission service account, and any action that changes infrastructure goes through approval.
What AI agents do with Google Cloud
This month's bill, explained
The agent reads the billing export and shows which projects and services pushed cost up, compared with the previous month. The CFO understands it without opening the console.
Forgotten resources
The agent lists idle machines, unused disks and reserved IPs that are generating cost. Your team approves what can be shut down.
Alerts with context
When Cloud Monitoring fires an alert, the agent gathers recent logs, the last deploy and the affected service, and posts a summary in the on-call channel.
Permission review
On a schedule, the agent lists accounts and keys with overly broad IAM access and opens a review task for the security owner.
Connect Google Cloud once. The agents use it within your rules.
- Through the APIConnected through the app’s API: iTeam learns the endpoints from the documentation and the scope is confirmed in the diagnosis.
- Each agent gets the right accessYou decide what each agent can read or do in Google Cloud, 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 Cloud and what it cost, all on record.
Ready-made AI teams for this work
Often used together with Google Cloud
Questions about Google Cloud and AI agents
Does iTeam integrate with Google Cloud?
Yes. iTeam connects through the public Google Cloud APIs, using a service account that your team creates with the permissions you choose.
Can the agent delete cloud resources?
Only if the service account allows it and the action is enabled. The default is read-only. Any infrastructure change goes through human approval and is recorded in the audit trail.
Can I use it with BigQuery?
Yes. BigQuery has its own connector in iTeam, and the agent can query the data and combine it with cost and operations.
