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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Four Hundred Districts, Ten Years: Telling Real Growth From the Kind That Isn't
Three districts around Berlin grow far faster than their structure predicts. Nine look like they are under housing pressure — seven of them are not. A regional picture of Germany where every number comes with what it can and cannot support.
The Quarter Before the Numbers Say So: Early Warning From Public Statistics
Schleswig-Holstein's company insolvencies rose 36.6% in one quarter. Building permits collapsed two years earlier. And the signal everyone treats as leading turned out to lag. What monthly public data can and cannot warn you about.
Köln Is Not Shrinking: When the Official Number Is Not the Number
Germany's official population figures say 44 districts shrank over the last decade. Once the 2022 census correction is removed, those same districts grew. Here is the namespace that tells the two apart — and what else it found hiding in plain sight.
Who Am I Actually Dealing With? Austria's Company Register, Made Answerable
Two Austrian companies, both registered in 1992, both "active". One filed 21 sets of accounts, the other has filed none in 34 years. Here is how we built the namespace that tells them apart.
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.