A neural network for dashboards: AI automates analytics

AWS, in collaboration with Strands, has introduced an intelligent system for automating dashboards and reports. The AI agents run on Amazon Bedrock AgentCore, understand requests in natural language, and on their own extract and transform data and build visualizations. The solution is fully protected against unauthorized access, scales to any data volume, and is ready for production use in large corporations.

AI-processed from AWS Machine Learning Blog; edited by Hamidun News
A neural network for dashboards: AI automates analytics
Source: AWS Machine Learning Blog. Collage: Hamidun News.
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A neural network can automate the creation of dashboards and reports. AI agents understand commands in natural language and independently pull data from different sources, transform it and build visualizations, all without an analyst or data engineer.

How do AI agents automate dashboards?

AI agents break the user's task into subtasks, call the necessary services, extract data from different sources, transform it and build a visualization without an analyst or data engineer.

Can AI create dashboards without an analyst?

Yes. AI agents can independently extract data from different sources, transform it and build visualizations without an analyst or data engineer.

Key Questions Answered

How do AI agents automate dashboards?

AI agents break the user's task into subtasks, call the necessary services, extract data from different sources, transform it and build a visualization without an analyst or data engineer.

Can AI create dashboards without an analyst?

Yes. AI agents can independently extract data from different sources, transform it and build visualizations without an analyst or data engineer.

ZK
Zhemal Khamidun — CPO at Alpina Digital, product manager of AlpinaGPT. Building AI products since 2019. Hamidun News is a pet project that grew into a production aggregator with 6,000+ readers.
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