AWS integration for AI agents that track cost, alerts and incidents
AWS (Amazon Web Services) is Amazon's cloud computing platform, with services for servers, databases, storage, queues and artificial intelligence. Companies of every size use it to host systems and data. The agent looks up and operates AWS services through the official APIs or the AWS MCP server, using an IAM user with minimum permissions created for it.
What AI agents do with AWS
Cloud cost explained every week
The agent reads Cost Explorer and shows what changed in spend by service, account and tag compared with the previous week. Idle resources appear with a suggested action for the team to decide.
CloudWatch alarm with context
When an alarm fires, the agent gathers metrics, recent logs and the latest deploy and posts the summary in the on-call channel. The person on call starts investigating already knowing where to look.
Files in S3 become usable data
Reports and documents that land in a bucket are read by the agent, which extracts the fields and feeds the spreadsheet or the target system. Files with errors go back to whoever sent them.
Access requests with approval
Requests for temporary access to an environment reach the agent, which prepares the change and asks the owner for approval. Once approved, everything is recorded with an expiry date.
Connect AWS 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 AWS, 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 AWS and what it cost, all on record.
Ready-made AI teams for this work
Often used together with AWS
Questions about AWS and AI agents
Does iTeam integrate with AWS?
Yes. iTeam connects through the official AWS APIs or the AWS MCP server, using IAM credentials created for the agent.
Can the agent take something down in my account?
It only has the IAM permissions you give it, and we recommend starting with read-only access. Actions that change resources go through human approval.
Does it work with several accounts in the organization?
Yes, with one role per account. The agent assumes the right role for the task, and every call is audited.
