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legaltech

3 stories

Stories

  • The hidden work behind every case bundle

    A case file is not ready when the legal research is done. Someone still has to arrange the documents, add annexures, create an index, ensure page numbers are correct, and recheck everything when one document changes. That work is essential.

    Dev.to AI1 min read
  • Espacenet Ops: A Scalable Global Patent Search Model

    A scalable Espacenet ops framework runs on four sequential stages: Retrieve, Align, Invalidate-check, and Ledger. It is measured by auditable recall per jurisdiction per dollar, not by the number of databases a tool claims to touch.

    Dev.to AI10 min read
  • IPR Search vs Legacy Frameworks: 2026 Guide

    IPR Search vs Legacy Frameworks: 2026 Guide Modern ipr search wins on the only axis that determines petition survival: recall of invalidating prior art per defensible review hour, not raw hit volume.

    Dev.to AI10 min read

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