# Data Validation and Demand Pattern Analysis
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Data Validation and Demand Pattern Analysis tools help you evaluate the quality of your data and identify key patterns influencing your demand forecasts. These insights help you understand which patterns are likely to impact demand.

**Topics**
+ [Data Validation](data-validation.md)
+ [Demand Pattern and Recommendation](demand-patterns.md)

## See also

* **Skills for AI coding assistants (optional).** AWS publishes reusable skills for Amazon Connect Decisions. To see which apply, search the Agent Toolkit for AWS catalog with `aws agent-toolkit search-skills --search-query connect-decisions` — 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).