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  3. CoCounsel (by Casetext / Thomson Reuters)
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CoCounsel (by Casetext / Thomson Reuters)

Thomson Reuters' agentic legal AI grounded in Westlaw and Practical Law — handles legal research, document review, contract analysis, drafting in Word, and depositions prep with verified citations.

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In Plain English

Thomson Reuters' agentic legal AI grounded in Westlaw and Practical Law — handles legal research, document review, contract analysis, drafting in Word, and depositions prep with verified citations.

OverviewFeaturesPricingGetting StartedUse CasesLimitationsFAQAlternatives

Overview

CoCounsel is the legal AI built originally by Casetext, acquired by Thomson Reuters in 2023, and now positioned as the flagship product of Thomson Reuters' AI strategy — woven into Westlaw, Practical Law, HighQ, and Legal Tracker. The defining technical claim, repeated across the Thomson Reuters site and customer stories, is grounding: every response is anchored to Westlaw's authoritative legal database (150 years of editorial expertise), Practical Law's templates and guides curated by 650+ attorney-editors, and the customer's own uploaded documents — with citation verification built in. Functionally, CoCounsel handles document review and analysis (privilege, key terms, deviations), contract review with risk assessment, grounded legal research with Westlaw citations, deposition preparation, drafting inside Microsoft Word, agentic multi-step workflow orchestration, and bulk document processing. Customer stories on the public site put the value in measurable terms: Justly Prudent achieving 5x ROI and 100% increase in litigation capacity, Brinks streamlining legal work and cutting outside counsel spend, Harris Hardy & Johnstone reducing hour-long reviews to minutes, and the Pascua Yaqui Tribe transforming matter management with HighQ. Pricing is enterprise-only, sold by seat with annual contracts — typical legal AI economics — and falls squarely into Thomson Reuters' procurement motion.

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Editorial Review

The leading AI legal assistant for document-heavy practices, backed by Thomson Reuters' unmatched legal content. Expensive but delivers real time savings on document review, contract analysis, and deposition prep. Not a replacement for legal judgment — a force multiplier for it.

Key Features

Grounded Legal Research+

Generates research answers and memos backed by Westlaw case law, statutes, regulations, and secondary sources, with inline citations linked to the original authorities for one-click verification.

Document Review at Scale+

Ingests very large evidence and discovery sets, applies a consistent legal question or review criteria across every document, and returns structured tables of findings with source citations.

Contract Analysis and Policy Compare+

Reviews contracts against firm playbooks or policy standards, flags missing or deviating clauses, and produces redline-ready commentary aligned to defined review checklists.

Deposition and Litigation Prep+

Extracts key facts, prior inconsistent statements, exhibits, and timelines from transcripts and case files to produce deposition outlines and witness preparation materials.

CoCounsel Drafting in Microsoft Word+

Embeds AI drafting directly into Word so attorneys can generate first drafts of motions, briefs, contracts, and correspondence using matter context and firm precedent without leaving their document.

Agentic Skill Orchestration+

Chains multiple skills into multi-step workflows across Westlaw, Practical Law, Document Intelligence, and HighQ, allowing CoCounsel to plan and execute compound matter tasks rather than single prompts.

Enterprise Security and Governance+

SOC 2 Type II compliant, with no training on customer data, role-based access controls, matter-level data isolation, audit logging, and SSO support suited to regulated legal environments.

Pricing Plans

CoCounsel Legal (Enterprise)

Custom contracts

    See Full Pricing →Free vs Paid →Is it worth it? →

    Ready to get started with CoCounsel (by Casetext / Thomson Reuters)?

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    Getting Started with CoCounsel (by Casetext / Thomson Reuters)

    1. 1Contact Thomson Reuters Sales
    2. 2Configure Your Workspace
    3. 3Upload Documents and Run Skills
    4. 4Install CoCounsel Drafting (Optional)
    Ready to start? Try CoCounsel (by Casetext / Thomson Reuters) →

    Best Use Cases

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    Law firms running document review and privilege analysis at scale on litigation matters

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    Corporate legal teams cutting outside counsel spend by handling research and drafting in-house

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    Contract review and risk assessment for M&A, procurement, and commercial transactions

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    Litigation prep — deposition outlines, fact extraction, deviation analysis against precedents

    Limitations & What It Can't Do

    We believe in transparent reviews. Here's what CoCounsel (by Casetext / Thomson Reuters) doesn't handle well:

    • ⚠Pricing is not publicly listed and requires direct sales engagement — ROI requires high document volume to justify at enterprise price points
    • ⚠All AI-generated output still requires attorney review and professional judgment before use in legal proceedings
    • ⚠Primarily trained on US and UK law — limited usefulness for attorneys practicing in other jurisdictions or civil law systems
    • ⚠Case law research functionality is gated behind a separate Westlaw Precision subscription, increasing total cost of ownership
    • ⚠No public API access for custom integrations — limiting for firms building custom legal tech stacks

    Pros & Cons

    ✓ Pros

    • ✓Westlaw and Practical Law grounding with citation verification is genuinely defensible against hallucination risk
    • ✓Native inside Microsoft Word — drafting and review live where lawyers already work
    • ✓Quantified customer ROI (5x ROI, hour-long reviews to minutes) backs the enterprise pitch

    ✗ Cons

    • ✗Enterprise-only pricing locks out solo and small-firm practitioners who can fit Harvey or Paxton instead
    • ✗Long Thomson Reuters procurement cycles make 'try it on one matter' difficult
    • ✗Closed ecosystem — no MCP support, workflows are bound to the TR stack

    Frequently Asked Questions

    Who is CoCounsel built for?+

    Licensed attorneys, paralegals, in-house legal teams, and — through CoCounsel Core — tax, audit, and risk professionals. It is designed for regulated professional work where citation accuracy, confidentiality, and auditability are required, rather than for casual or consumer use.

    Does CoCounsel hallucinate citations like ChatGPT?+

    CoCounsel is grounded in Westlaw's authoritative legal databases and the documents users upload, with retrieval-augmented generation that links every answer back to source material. This substantially reduces fabricated citations compared to general LLMs, but Thomson Reuters still instructs attorneys to verify every output before relying on it in practice.

    Is my client data used to train the underlying models?+

    No. Thomson Reuters' enterprise terms for CoCounsel state that customer data and uploaded documents are not used to train foundation models, and the platform operates with SOC 2 Type II controls, role-based access, and matter-level data segregation.

    How does CoCounsel compare to Harvey and Lexis+ AI?+

    Harvey is a custom AI platform aimed primarily at large law firms and competes on bespoke deployment and integrations. Lexis+ AI is the closest direct competitor, grounded in LexisNexis' Shepard's-cited content. CoCounsel's edge is its tight Westlaw and Practical Law grounding plus a mature library of pre-built attorney skills and workflow integrations across Word, Outlook, and HighQ.

    What does CoCounsel cost?+

    Thomson Reuters does not publish public list pricing. CoCounsel is sold via direct sales as part of (or alongside) a Westlaw subscription, with seat- or firm-level pricing negotiated based on user count, modules (Legal, Drafting, Core), and integration needs.
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    What's New in 2026

    Thomson Reuters has continued to expand CoCounsel from a skills-based assistant into an agentic legal platform. Recent and ongoing updates include deeper agentic workflows that chain multiple skills into multi-step matter execution, broader Microsoft 365 integration (CoCounsel Drafting in Word and Outlook surfaces), expanded HighQ and Document Intelligence integration for matter-centric AI, and the rollout of CoCounsel Core for tax, audit, and risk professionals. Thomson Reuters has also publicly committed to a multi-model strategy — incorporating frontier models from multiple AI providers behind the CoCounsel interface — while keeping all retrieval grounded in its proprietary Westlaw and Practical Law content. Enterprise governance features (audit logs, admin controls, regional data residency options) have continued to mature to meet large-firm and government procurement requirements.

    Alternatives to CoCounsel (by Casetext / Thomson Reuters)

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    Quick Info

    Category

    Enterprise Agents

    Website

    www.thomsonreuters.com/en/cocounsel
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