Cloud Intelligence Agency: Special agents interrogating your AWS cloud

The S3 bucket deleted, lambda returning errors, AWS costs doubled… Who did it? When? That’s when you call the Cloud Intelligence Agency.

In this session I demonstrate a system where a team of AI agents investigates the cloud environment. User asks a question in plain English and the agents gather evidence from many different types of logs and events to produce the answer. Instead of digging through gazillion of logs or writing Athena queries by hand, the system turns questions into automated investigations.

We’ll walk through the architecture behind it: a multi-agent system in Amazon Bedrock AgentCore, the whole data ingestion pipeline, Athena queries and secure integration between user and the Agents - and it’s all in terraform.

Let’s get that cloud some interrogation, until we get the answer!