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AI for Legal Services

15 ready-to-build AI use cases for legal services teams, each built and tested on sample data. Open any kit to see how it was measured and where it fails.

Measured on sample data, not asserted. Every number lives on the kit’s own board.
15use casesfor Legal Services
5kinds of jobthe bars below
897sample documentsin these kits’ data
1,073test casesgraded by code
101failures namedcase by case

What these kits do

Pick a job to narrow the tiles below.

Where they slip, and where to watch

Across 101 named failures

  • Applied the wrong rule · 35%
  • Cited the wrong source · 26%
  • Added or dropped an item · 16%

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All 15 kits

Legal ServicesUC0054Turn a court's scheduling order into deadlines52 scheduling orders measuredLegal ServicesUC0148Flag privileged time entries in a law firm's bill220 invoice exports measuredLegal ServicesUC0205Decide how long a law firm keeps each file60 records measuredLegal ServicesUC0206Catch when a contract disagrees with its own file50 executed agreements measuredLegal ServicesUC0251Catch the rate that governs a law firm's fee letter63 engagement letters measuredLegal ServicesUC0292Catch a lateral hire's conflicts before they join64 candidate pair sheets measuredLegal ServicesUC0346Check a law firm's loaded rates against its agreement62 rate load review files measuredLegal ServicesUC0363Catch overbilled hours on a law firm's invoice58 invoices measuredLegal ServicesUC0429Check a law firm's docket against the court record62 matter files measuredLegal ServicesUC0440Check a law firm's client trust account each month64 trust account months measuredLegal ServicesUC0441Check every quotation in a legal brief against its source62 brief extracts measuredLegal ServicesUC0462Find why a law firm's invoice line was rejected64 rejected e-billing lines measuredLegal ServicesUC0495Check a law firm's new matter against its intake package64 matter opening files measuredLegal ServicesUC0528Check a deposition answer against the witness's earlier statements62 testimony excerpts measuredLegal ServicesUC0548Catch every crossing of a law firm's ethical wall66 ethical-wall review packets measured

Rebuilt from the kit files at every deploy · last deploy before this build: 18 Oct 2026