Build a generative AI-powered business reporting solution with Amazon Bedrock

This article presents a generative AI-powered business reporting solution built on AWS that automates enterprise report writing and aggregation.

• Addresses manual reporting inefficiencies: associates spend 2 hours/month, managers spend 10 hours/month on reports
• Serverless architecture using Lambda, Amazon Bedrock, API Gateway, DynamoDB, and S3/CloudFront
• Classifies user inputs as questions, verification requests, or out-of-scope to optimize processing
• Associate view enables writing achievements/challenges with AI feedback and automated rephrasing
• Manager view aggregates multiple submissions into consolidated roll-up reports
• Real-time bidirectional communication via WebSocket API for interactive report editing
• Amazon Cognito handles authentication; CloudWatch monitors API operations
• Deployment via AWS CDK with step-by-step GitHub repository instructions
• Reduces manual effort, improves consistency, and minimizes human error in reporting

The solution provides a scalable, enterprise-grade framework for streamlining business reporting through generative AI automation while maintaining security and quality standards.