How our document classifier votes before it ever asks a language model

Thu, 11 Jun 2026 09:00:00 +1200

A district council we work with has about 4 TB of files in SharePoint and more on internal SMB shares, and they need to know what is in them: which documents are contracts, which hold personal information, and which should have been disposed of years ago under the Public Records Act 2005. Every one of those files has to be read, classified into one of roughly 30 document types, and scored for sensitivity.

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How our document classifier votes before it ever asks a language model