Build a FinOps agent using Amazon Bedrock with multi-agent capability and Amazon Nova as the foundation model
Machine Learning Blog
This article discusses building a FinOps agent using Amazon Bedrock's multi-agent capability and Amazon Nova as the foundation model for AWS cost management. The solution offers an AI-driven approach to analyzing and optimizing cloud costs.
- Uses three key AI agents:
- FinOps supervisor agent (central coordinator)
- Cost analysis agent (uses AWS Cost Explorer)
- Cost optimization agent (uses AWS Trusted Advisor)
- Key features include:
- User authentication via Amazon Cognito
- Frontend hosted on AWS Amplify
- Real-time cost insights and historical analysis
- Actionable cost optimization recommendations
- Deployed using AWS CloudFormation with various AWS service integrations
- Allows users to ask natural language questions about AWS costs and savings opportunities
The solution demonstrates how AI and multi-agent collaboration can revolutionize cloud financial management by providing intelligent, comprehensive cost insights.
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