Legal AI data
Legal LLM evaluation and expert data from qualified lawyers
Legal model work needs lawyers who can say why an answer is right, not crowd workers guessing. Pathwize routes legal evaluation, contract-review and demonstration tasks to credential-verified lawyers in the EU, with an audit trail on every judgment.
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Where the usual approach falls short
Legal answers need a jurisdiction, not a vibe
A legal answer is right or wrong against a specific jurisdiction and area of law. A generalist cannot evaluate that, and a confident wrong answer is the worst outcome.
No defensible record of who judged what
Legal AI decisions get scrutinized. If you cannot show that qualified lawyers produced the evaluation data, and under what instructions, the work is hard to defend.
Confidential material handled loosely
Contracts and case material worked by an anonymous crowd, outside the EU, is a confidentiality and residency risk.
What you get
Qualified, credential-verified lawyers
Tasks are judged by lawyers whose qualifications are checked, matched to the relevant jurisdiction and area of law.
Evaluation with legal reasoning
Each judgment carries the legal reasoning and, where relevant, the authority relied on, so the evaluation is reviewable rather than a bare score.
EU residency and confidentiality
Pathwize is based in Germany; data stays in the EU and sensitive material can be worked in a no-download environment under clear contractor terms.
Provenance by default
Every judgment records who made it, when, and how long it took, a trail that maps to AI Act documentation.
How the engagement runs
Define the legal task
Specify the jurisdiction, area of law, and the rubric for a correct or preferred answer.
Matched lawyer panel
A credential-verified panel is assembled for the jurisdiction and field, tested first on your own data.
Judged with provenance
Lawyers work in a sandboxed, EU-hosted workspace; each judgment and rationale is captured on a signed trail.
Auditable delivery
Receive the data plus a reproducible provenance bundle ready for legal and regulatory review.
What you receive
- Legal evaluation, contract-review or demonstration data with per-item reasoning
- Qualification record and jurisdiction for every contributor
- Signed, timestamped provenance for each judgment
- Annex IV-ready documentation, EU data residency and confidentiality terms
FAQ
Legal AI data, answered
Credential-verified lawyers matched to the jurisdiction and area of law, tested on your own data before they join. You approve who continues.
Yes. Work runs in a sandboxed, EU-hosted environment with a no-download option and clear confidentiality terms; data stays in the EU.
The panel is assembled per task from the credentialed network; EU jurisdictions and common-law systems are covered depending on the lawyers available for your field.
Verifiable legal ai data, on your data
Source expert data with provenance built in, EU-native and audit-ready. Book a demo with your ML and compliance teams.