[Meta] Create AI Review Functionality / Create Functional Concept
>>> [!note] Migrated issue
<!-- Drupal.org comment -->
<!-- Migrated from issue #3575150. -->
Reported by: [breidert](https://www.drupal.org/user/135619)
>>>
<p>[Tracker]<br>
<strong>Update Summary: </strong>[One-line status update for stakeholders]<br>
<strong>Check-in Date: </strong>MM/DD/YYYY<br>
<strong>Additional Collaborators: </strong><br>
<em>Metadata is used by the <a href="https://www.drupalstarforge.ai/" title="AI Tracker">AI Tracker.</a> Docs and additional fields <a href="https://www.drupalstarforge.ai/ai-dashboard/docs" title="AI Issue Tracker Documentation">here</a>.</em><br>
[/Tracker]</p>
<h2>Summary</h2>
<p>Define the desired functionality of the AI-powered content review system in a format that is accessible to both technical and non-technical contributors. The functional concept will serve as the basis for both the UX design and the subsequent technical concept.</p>
<h2>Tasks</h2>
<ul>
<li>Define the review workflow end-to-end: when and how reviews are triggered, what happens during a review, and how results are presented</li>
<li>Specify the review criteria for the first iteration (brand compliance, term spelling, legal compliance, reading level) in plain language</li>
<li>Define the structure of a review result: scores, explanations, and improvement suggestions</li>
<li>Clarify open questions such as blocking vs. non-blocking review results and how context (e.g. brand guidelines) is provided to the AI</li>
<li>Document assumptions and decisions made during the process</li>
<li>Prepare a UX briefing that summarizes the functional requirements and open design decisions, to be handed off to the UX Design issue as a starting point</li>
</ul>
<h3 id="summary-ai-usage">AI usage (if applicable)</h3>
<p>[x] AI Assisted Issue<br>
This issue was generated with AI assistance, but was reviewed and refined by the creator.</p>
<p>[ ] AI Assisted Code<br>
This code was mainly generated by a human, with AI autocompleting or parts AI generated, but under full human supervision.</p>
<p>[ ] AI Generated Code<br>
This code was mainly generated by an AI with human guidance, and reviewed, tested, and refined by a human.</p>
<p>[ ] Vibe Coded<br>
This code was generated by an AI and has only been functionally tested.</p>
> Related issue: [Issue #3574179](https://www.drupal.org/node/3574179)
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