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

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Business analysts often wait days for dashboard modifications when responding to changing business requirements. Traditional processes involve submitting modification requests to IT teams, who interpret requirements, navigate API documentation, understand table schemas, and deploy changes. While this approach maintains proper oversight and quality control, it can result in multi-day turnaround times when rapid dashboard updates are needed.

This solution combines the power of Amazon Bedrock AgentCore, Strands Agents, and Amazon Quick transforms to deliver a secure, scalable, and intelligent system for building and operating AI agents while transforming data into actionable business insights.

Solution overview

In this solution, we use a multi-agent architecture built with Amazon Bedrock AgentCore and the Strands framework. Amazon Bedrock AgentCore is an agentic platform for building, deploying, and operating effective agents securely at scale, no infrastructure management needed. It accelerates agents to production with intelligent memory and a gateway to enable secure, controlled...

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