ET Workbench · by Daniel Godfrey

Building AI tools from Employment Tribunal decisions

A set of tools built on all 134,000 published Employment Tribunal judgments, running locally on a single PC. This site documents how each tool works, what it finds, and where its limits are.

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Where 2,439 injury to feelings awards sit within the Vento bandsEach dot is one award, placed by reference to the bands for the year the claim was presented.
Strip chart of 2,439 injury to feelings awards by position within the Vento bands. Most sit in the lower and middle bands, clustered around the boundary between them; few reach the upper band.Lower bandMiddle bandUpper bandAbove

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  1. · Part 02 · Foundations

    Building the corpus: 134,000 Employment Tribunal judgments

    How every judgment on the Employment Tribunal register was collected, indexed and made searchable on a single desktop computer, what the collection turned out to contain, and what would be involved in doing the same.

    8 min read

  2. · Part 01 · Foundations

    AI in the Employment Tribunal

    A project applying local AI to every published Employment Tribunal decision: what it involves, how it works, and where it may be useful in practice.

    7 min read

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