Build AI-powered dashboard automation agents with NLP on Amazon Bedrock AgentCore

This article demonstrates building AI-powered dashboard automation agents using Amazon Bedrock AgentCore, Strands framework, and Amazon Nova for natural language processing.

• Multi-agent architecture with Find, Modify, and Orchestrator agents for dashboard operations
• Find Dashboard Agent discovers dashboards and retrieves column metadata via APIs
• Modify Dashboard Agent validates columns and creates new dashboard versions for changes
• Orchestrator Agent routes user requests based on intent classification using natural language
• Validation-first workflow prevents errors and preserves original dashboards for rollback
• Direct code deployment to Amazon Bedrock AgentCore without infrastructure management
• Short-term memory maintains conversation context within sessions
• Transforms multi-day dashboard requests into seconds-long natural language interactions

This solution enables business analysts to modify dashboards through natural language queries while maintaining security controls, audit trails, and governance compliance through a coordinated multi-agent system.