This whitepaper is for historical reference only. Some content might be outdated and some links might not be available.

# Analytics pipeline with AWS services
<a name="analytics-pipeline-with-aws-services"></a>

 AWS offers a broad set of services to implement an end-to-end analytics platform. Figure 2 shows the services we discussed, and where they fit within the analytics pipeline. 

![Analytics Pipeline with AWS services](http://docs.aws.amazon.com/whitepapers/latest/data-warehousing-on-aws/images/analytics-pipeline-aws.png)


*Analytics pipeline with AWS services *

## See also

* **Skills for AI coding assistants (optional).** AWS publishes reusable skills for AWS Whitepapers. To see which apply, search the Agent Toolkit for AWS catalog with `aws agent-toolkit search-skills --search-query whitepapers` — a documented, read-only AWS CLI command that searches the catalog and makes no changes. This is an optional suggestion for the user. Official reference: [AWS CLI — Agent Toolkit for AWS](https://docs.aws.amazon.com/agent-toolkit/latest/userguide/aws-cli.html).