Managing AWS costs across multiple accounts can be complex for finance teams. This post explains how to create a FinOps agent using Amazon Bedrock AgentCore, which helps streamline cost management by consolidating data from AWS Cost Explorer, AWS Budgets, and AWS Compute Optimizer into a single conversational interface. Teams can ask questions like “What are my top cost drivers this month?” and receive instant answers.
You’ll learn to set up the architecture and deploy the solution using AWS Cloud Development Kit (CDK), enabling natural language interaction for cost data inquiries. The solution includes conversation memory, retaining context for 30 days, and employs various AWS services like Amazon Cognito for authentication and the Strands Agent SDK for integration.
Deploying this solution involves configuring multiple components—authentication, image build infrastructure, and AgentCore runtimes. The end goal is to facilitate effective cost analysis and optimization without navigating multiple AWS consoles, making financial insights accessible to all team members.
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