# Data integration

- [How to deploy an architectural stack that transforms raw data to Decision Ready Information?](https://monitoring.toolkit.citiobs.eu/data-integration/how-deploy-arch-stack.md)
- [How to validate raw data to create Analysis Ready Data?](https://monitoring.toolkit.citiobs.eu/data-integration/how-validate-raw-data.md)
- [How to centralize access to Analysis Ready Data?](https://monitoring.toolkit.citiobs.eu/data-integration/how-centralize-access-ard.md)
- [How to generate Decision Ready Information based on Analysis Ready Data?](https://monitoring.toolkit.citiobs.eu/data-integration/how-generate-dri-from-ard.md)
- [How to add a real-time alerting system on the web?](https://monitoring.toolkit.citiobs.eu/data-integration/how-to-add-a-real-time-alerting-system-on-the-web.md)
- [How to add a data visualization to support decision?](https://monitoring.toolkit.citiobs.eu/data-integration/how-to-add-visual-support-system.md)


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