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Case files

Investigations you can inspect.

Field notes from real public datasets: what Classifyre found, which questions it opened, and where human judgment still matters.

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Case file
Oct 5, 2026

One Bad Friday at a Pump Factory: Four Rescue Ideas, and the One the Evidence Left Standing

A delivery slips by two weeks and three orders hang on it. Four rescue ideas go on a case board as hypotheses, and one survives. A case file on Nova Manufacturing: an invented pump maker on a real workspace.

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Case file
Oct 5, 2026

Why Germany's Official Numbers Keep Telling the Wrong Story

Every figure is correct, and the story is still wrong. We pulled real data from Destatis, the BKA and the EU into one system and went looking for the places where a true number says something false. We found six.

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Case file
Sep 8, 2026

A Company Register That Watches Itself

Three cases on Austria's company register that add and drop companies on their own as filings arrive. In their first seven hours live, they took in 123 answers without a person touching them. Here is how we built them, and what they will not claim.

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Case file
Aug 11, 2026

How AI Investigated 9,601 Hillary Clinton Emails

See how Classifyre autonomously investigated 9,601 Hillary Clinton email files, tested 20 detectors, and opened eight evidence-backed cases.

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