Research & practice · 2026-09-09
From research to a published web report
How UPMI connects report text, imagery, and article cards in one publishing workflow.

THE EVIDENCE & LIMITS
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01The work behind an article
Publishing a report requires more than its main text. It also needs a title, summary, lead image, listing card, and destination page. When these are maintained separately, an updated report can remain paired with an outdated summary.
UPMI's existing issue-report site connects shared listing data with individual report pages. Its public archive covers six areas: AI, sustainability, urban regeneration, real estate, smart cities, and digital transformation.
02Start with a question and its evidence
The operating document starts with research, then prepares the title, central claim, sources, and outline. The common report structure covers the main question, relevant changes, adoption considerations, examples, an action checklist, risks, and references.
The value of an agent-assisted draft is not limited to fluent prose. The reviewer should be able to check whether it answers the reader's question, supports its claims, and explains the conditions under which its advice applies.
03Review both the content and its delivery
After reviewing the text, the publishing check verifies that the card matches the article, the image loads, and the listing leads to the intended page. The existing procedure also includes a build and checks of the public URLs.
Finishing a draft is not the end of publishing. The deliverable is complete when a reader can find, open, and read it through the site.
04What the Lab will measure
The evidence for this case is the operating document, the shared listing structure, and the published reports. It does not establish that every article was produced by an identical automated process.
A useful next record separates research, drafting, fact-checking, editing, and release checks for one article. Recording the reasons for revisions makes it easier to see what automation helps with and where human work remains necessary.