LEGAL · AI CLONE

AI Legal Research & Knowledge Analyst

An AI legal research analyst is an AI clone that organizes approved sources, internal precedents, clause libraries and citations into research prep attorneys can trust. Winnie maps which document says what, in which version and who owns it, across your repositories and research tools. She does not interpret law or advise, and reports briefs prepared and knowledge-base freshness to your dashboard.

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A day on the job with Winnie

What a legal research analyst clone actually does between 8 and 5, and what it's like to work with one.

  1. Scoped a data-processing research request with counselScope agreed
  2. WPulled approved sources with citations12 sources
  3. Found two outdated limitation-of-liability clauses2 flagged
  4. Wrote a negotiation-history digest for an MSADigest ready
  5. Updated the defined-terms glossary18 terms
  6. Sent the research prep pack to the attorneyIn review
Winnie KowalczykLegal Research Analyst · in your workspace

Winnie, is our standard indemnity clause enforceable in Texas?

That's a legal conclusion, so it's one for counsel. I can prepare the research: our current clause and its version history, the approved Texas sources on Westlaw, and the three past deals where it was negotiated.

Do that and send it to Ben.

Done. Ben has a prep pack with the governing clause, 9 cited sources, and the negotiation digests. I noted that one source is from 2021 and should be checked for later changes before he relies on it.

Every action logged · permissions set by you

What Winnie owns

A clone is hired for areas of responsibility, not prompts. These are Winnie's, with the numbers it reports.

Research preparation

Frames the research question, jurisdiction and scope with the attorney, then gathers approved sources with full citations for review.

Clause and template library

Keeps clause and template libraries indexed, versioned and current, so reviews start from the governing language rather than old copies.

Precedent and negotiation history

Digests past negotiations and internal precedents into short summaries that show where each position came from.

Knowledge governance

Flags outdated playbooks, duplicate templates and missing owners, and keeps the glossary of defined terms audit-ready.

ATTORNEY PREP TIME PER QUESTION40 min was 3 hours
CLAUSE LIBRARY CURRENT97% +22 pts
CITATIONS VERIFIED TO SOURCE100% steady
OUTDATED TEMPLATES RETIRED31 this quarter

Dashboard figures are illustrative.

Works in your tools

Winnie connects to the apps your team already runs, with object-level permissions you set.

WWestlaw
SharePoint
Confluence
Notion
Microsoft Word
Google Docs
Box
Microsoft Teams

Skills Winnie runs

The capabilities that let Winnie do this role. Ask for any of them in plain words.

SharePoint SearchAnswers questions about SharePoint lists and libraries without changing anything: searches, counts, groups, browses files, and reads version history.See the skill PDF to TextExtracts readable text from PDFs in Google Drive or OneDrive, using OCR for scanned files.See the skill Microsoft WordCreates, edits, reviews, and converts Word documents, including tracked changes, templates, and legacy .doc files.See the skill Google DocsCreates, reads, edits, shares, and exports Google Docs using Markdown, including headings, tables, and images.See the skill NotionFinds, reads, creates, and updates pages and databases in your Notion workspace.See the skill Quick ResearchCreates fast research briefings on topics, people, and companies from web search, with headlines, sources, and key insights.See the skill

AI Legal Research Analyst: questions buyers ask

What is an AI legal research and knowledge analyst?

An AI legal research analyst is AI that organizes approved legal sources, internal precedents, clause libraries and citations into traceable, jurisdiction-scoped research preparation. On Clone, it is a clone hired into that role with permissions you set. It surfaces and structures, while licensed attorneys interpret, advise and decide.

Does it replace attorneys or a legal research database?

No. Winnie is not a lawyer and not a substitute for your research database. She works inside the sources you approve, prepares the materials and keeps your knowledge base current, so attorneys start from facts. Every conclusion stays with counsel.

Which tools does it work with?

Winnie works with Westlaw for approved research, SharePoint, Box, Confluence and Notion for internal knowledge, and Microsoft Word or Google Docs for briefs and digests. She coordinates with attorneys in Microsoft Teams. You connect only the sources you want her to use.

How does it keep research accurate and confidential?

Each clone is default-deny, with object-level permissions you set. Winnie attributes every point to a source and version, flags anything that may be out of date, and respects matter-level confidentiality walls. Every action is logged and can be opened from any chat.

How much does an AI legal research analyst cost?

Every Clone plan starts with a free trial. Paid plans are a flat monthly price with credits included, not a per-search fee. Enterprise plans start at $2,500 per month through Book a Demo. You pick the plan that fits your workload. See current plans at clone.org/#pricing.

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Updated October 2026