Zero hallucination tolerance
A fabricated citation is not a quality issue here; it is a filing problem and a reputational one.
Legal work has zero tolerance for a confident invention. Every assertion our systems produce is wired back to the clause it came from — and where no clause supports it, the system refuses rather than drafts.
Retrieval over privileged material, inside your perimeter.
Every assertion is linked to the passage it came from — and where no clause supports it, the system refuses rather than drafts.
Select the one your risk function will raise first — each has a technical answer rather than a reassurance.
Legal is the sector where a confident invention has professional consequences. Answers are assembled from retrieved passages, every assertion carries the passage supporting it, and where retrieval returns nothing sufficient the system declines rather than drafts.
Matter-level and team-level access is applied when documents are fetched. A question from outside a matter cannot surface that matter's material at all, which is a different guarantee from filtering results afterwards.
Review sets outgrew human reading long ago. Extraction, clustering and prioritisation put the documents that matter in front of counsel first, with the reasoning for the ordering visible.
Professional-conduct review can arrive long after the matter closed. Every query, retrieval and generation is retained in a form that reconstructs what the system was asked and what it returned.
Legal is the sector where a confident invention has professional consequences. Answers are assembled from retrieved passages, every assertion carries the passage supporting it, and where retrieval returns nothing sufficient the system declines rather than drafts.
If none of these are true we are probably not the right call yet, and we will say so. The kind of document set it lives in, and how counsel would need to verify the answer. That is a conversation, not an evaluation — no corpus, no upload and no NDA to have it.
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