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LegalEnterpriseLegal

Legal Citation Accuracy

Real cases. Real holdings. No fabrications.

Verifies that legal AI agents cite real cases from the retrieved-documents context, with no fabricated citations. Catches the Mata v. Avianca pattern at scale — confident citations to cases that don't exist. Built with practicing attorneys (real expert fixtures land in v1.1).

What's in the box.

Cross-checks every cited case against the retrieved-documents context

Catches the Mata v. Avianca canon at scale (fabricated case citations)

Co-built with practicing attorneys — not synthetic prompts

Enterprise harness

Vertical harnesses
are co-built.

Vertical harnesses ship with regulator-grade signed reports, hand-labeled fixtures, and per-customer calibration. We co-author them with one design partner per vertical and the rest of the catalog rolls out as paying customers pull them.