AWS leaders face challenges in managing complex data across multiple hierarchies while making time-sensitive decisions that impact global operations. Traditional business intelligence relies on static dashboards and manual reports, creating delays and limiting organizational agility. NarrateAI, an intelligent conversational solution, addresses this through conversational agentic AI powered by AWS data lake and Amazon Bedrock AgentCore.
Accessible via Amazon Quick, NarrateAI delivers on-demand, context-rich business intelligence to leaders across AWS, from the Chief Executive Officer to the field. By answering natural language questions about business performance, NarrateAI provides immediate, accurate, and actionable insights that remove barriers between leaders and their data. In this post, AWS shares how it built NarrateAI using Amazon Bedrock AgentCore to deliver business intelligence at scale for the SMGS organization.
The solution features a two-layer architecture that separates batch processing from real-time interaction, enabling comprehensive data processing upfront while delivering instant, contextually accurate responses through natural conversation. Amazon Bedrock AgentCore eliminated the need to build custom orchestration infrastructure, providing serverless architecture, built-in authentication, memory management, and integration with foundation models. This accelerated deployment from months to weeks while maintaining production-quality observability and security through native Amazon CloudWatch integration and automated session management.
Source: awsml
