# Unleashing Agentic AI Analytics on Amazon SageMaker with Amazon Athena and Amazon Quick

Canonical URL: https://www.traeai.com/articles/0f48cb8f-f297-47eb-955d-c03c3a724943
Original source: https://aws.amazon.com/blogs/machine-learning/unleashing-agentic-ai-analytics-on-amazon-sagemaker-with-amazon-athena-and-amazon-quick/
Source name: AWS Machine Learning Blog
Content type: article
Language: 中文
Score: 8.8
Reading time: 23 分钟
Published: 2026-04-30T16:52:40+00:00
Tags: Agentic AI Analytics, Amazon SageMaker, Amazon Athena, Amazon Quick, 数据湖

## Summary

展示如何结合Amazon SageMaker、Athena和Quick服务，通过代理AI分析简化企业数据分析，使非技术用户能通过自然语言查询复杂数据，加速洞察获取。

## Key Takeaways

- 架构整合SageMaker、Athena和Quick，实现自助式数据分析。
- 允许业务用户通过直觉界面查询结构化和非结构化数据。
- 案例演示了TPC-H数据集，展现跨格式查询和交互式AI助手能力。

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