A practical AI web design review workflow
Turn AI design suggestions into specific, reviewable improvements using page goals, representative evidence, small patches, and real browser checks.
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Content systems connect people, structured information, revisions, and the final website. AI can assist with drafts and design exploration, but a publishing workflow still needs a named reviewer, checked sources, and a clear approval step. The articles here help you make those responsibilities explicit.
Compare CMS approaches before choosing an editing interface. Then consider how drafts move into your content model and how reviews catch factual, visual, and accessibility problems. The goal is a workflow that an editor can understand and repeat as the website grows.
Turn AI design suggestions into specific, reviewable improvements using page goals, representative evidence, small patches, and real browser checks.
Read the guideDesign an editorial process in which AI helps with drafts and checks while people retain clear ownership of sources, approval, publishing, and corrections.
Read the guideChoose a CMS by testing the editorial workflow and the build boundary, then compare the responsibilities each content model introduces.
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