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docs: document change point detection in Discover + change point detection GA in 9.5 (#6801)#7419

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docs: document change point detection in Discover + change point detection GA in 9.5 (#6801)#7419
florent-leborgne wants to merge 19 commits into
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florent-leborgne:docs-issue-6801-change-points-discover

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@florent-leborgne florent-leborgne commented Jul 16, 2026

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Summary

This PR addresses #6801 and #7149 with the following changes:

  • explore-analyze/discover/detect-change-points.md: Adds a focused how-to for detecting and comparing change points with ES|QL in Discover, then presents independent options for inspecting, saving, opening, or attaching the results to a case.
  • explore-analyze/discover.md: Links the new workflow from Discover's advanced features.
  • explore-analyze/discover/try-esql.md: Adds the change point workflow to the ES|QL resources.
  • explore-analyze/machine-learning/machine-learning-in-kibana/xpack-ml-aiops.md: Records the 9.5 GA lifecycle, removes the obsolete technical-preview warning, preserves the earlier Stack preview lifecycle, and links to the Discover alternative.
  • explore-analyze/toc.yml: Adds the new how-to to the Discover navigation.

Hey @alvarezmelissa87, I tried to put something together for the docs based on your PRs elastic/kibana#274950 and elastic/kibana#265331. Let me know what you think I'm happy to iterate - right now mostly trying to get something out of the door for the release.

Resolves

Closes #6801
Closes #7149


AI-generated draft — created with Claude Sonnet 4.6 and GPT-5.6 Sol.
Review all generated content for factual accuracy before merging.

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✅ Elastic Docs Style Checker (Vale)

No issues found on modified lines!


The Vale linter checks documentation changes against the Elastic Docs style guide. To use Vale locally or report issues, refer to Elastic style guide for Vale.

Comment thread explore-analyze/discover/detect-change-points.md Outdated
Comment thread explore-analyze/discover/detect-change-points.md Outdated
Comment thread explore-analyze/discover/detect-change-points.md Outdated
@florent-leborgne florent-leborgne changed the title docs: document change point detection in Discover (#6801) docs: document change point detection in Discover + change point detection GA in 9.5 (#6801) Jul 17, 2026
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florent-leborgne marked this pull request as ready for review July 17, 2026 21:03
@florent-leborgne
florent-leborgne requested review from a team as code owners July 17, 2026 21:03
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Change Point Detection promoted to general availability Detect change points in your data using Discover

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