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CoCounsel

CoCounsel is an AI legal assistant from Thomson Reuters designed for legal research, document review, contract analys...

Updated Jun 2026
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About CoCounsel

CoCounsel is Thomson Reuters' AI legal assistant for research, document review, contract analysis, and drafting, distinguished by its integration with authoritative legal content like Westlaw and Practical Law. It offers agentic Deep Research workflows that produce source-linked answers, making it a strong fit for firms already invested in the Thomson Reuters ecosystem. Its premium, largely bundled pricing places it at the higher end of the market, so value depends heavily on whether a firm already relies on Westlaw.

CoCounsel is Thomson Reuters' AI-powered legal assistant, built to support lawyers across research, document review, contract analysis, and drafting. Originally developed by Casetext and now embedded within the Thomson Reuters ecosystem, the platform pairs generative AI with authoritative legal content to help legal professionals plan research, surface relevant authority, and produce work product grounded in trusted sources. The tool spans a range of everyday legal workflows. Lawyers can generate research plans and receive source-linked answers, review large document sets during discovery, analyze and modify contracts, and proofread briefs. Its Deep Research capability uses agentic AI to work through multi-step research tasks, and the assistant is designed to follow users across their workflow within connected Thomson Reuters products like Westlaw and Practical Law. CoCounsel is positioned as a premium offering that leans heavily on Thomson Reuters' proprietary case law and legal content database. That integration is its biggest differentiator: for firms already invested in Westlaw, the AI layer plugs directly into content they already trust and use daily. Pricing reflects that premium positioning. CoCounsel is typically sold as an add-on or bundle alongside Westlaw, and the total cost places it toward the higher end of the legal AI market. Firms not already committed to the Thomson Reuters ecosystem should weigh that combined cost carefully against standalone alternatives. The platform is built for law firms and legal professionals who need AI assistance while maintaining the confidentiality and security standards legal work demands. Buyers should confirm current pricing, plan contents, and case law access on the official Thomson Reuters site before committing.

TL;DR

CoCounsel is Thomson Reuters' AI legal assistant for research, document review, contract analysis, and drafting, originally built by Casetext. Its core strength is deep integration with authoritative legal content like Westlaw and Practical Law, plus agentic Deep Research that returns source-linked answers. Pricing is premium and typically bundled with Westlaw, making it a strong fit for firms already in that ecosystem and a harder sell for everyone else.

Company overview

CoCounsel is a legal AI product from Thomson Reuters, one of the largest providers of legal content and research tools worldwide. The platform originated at Casetext, whose CoCounsel technology was acquired and integrated into Thomson Reuters' broader legal offering, where it now anchors the company's AI research, drafting, and document review strategy alongside Westlaw Precision.

Thomson Reuters positions CoCounsel as an AI assistant that pairs generative and agentic AI with its proprietary case law database and trusted legal content, aiming to give legal professionals reliable, source-linked assistance across their workflows while maintaining the confidentiality standards the profession demands.

Product features

CoCounsel supports a wide set of legal tasks including legal research, discovery-scale document review, contract analysis and modification, and brief drafting and proofreading. Its Deep Research capability uses agentic AI to generate research plans, find relevant authority, and return answers linked back to source material, reducing the risk of unverifiable output.

The assistant is designed to work within the Thomson Reuters ecosystem, drawing on authoritative content from Westlaw and Practical Law and following users across connected workflows. This integration with proprietary, trusted legal content is the product's central differentiator against general-purpose and standalone legal AI tools.

Target market

CoCounsel targets law firms of all sizes, corporate legal departments, litigation and transactional teams, and legal research professionals — with the strongest value for organizations already invested in Westlaw and the wider Thomson Reuters stack. Its premium pricing and enterprise-grade security orientation skew it toward mid-size and larger firms and departments rather than budget-conscious solos.

Buyer personas

End users

Practicing attorneys, associates, paralegals, and legal researchers who use CoCounsel day-to-day for research, document review, contract work, and drafting.

Buyers

Law firm partners, practice group leaders, and legal operations or IT decision-makers who evaluate cost, security, and fit with existing Westlaw subscriptions.

Key influencers

Knowledge management professionals, innovation counsel, and existing Westlaw and Practical Law users who advocate for tools that plug into their current content stack.

Ideal customer profile

A mid-size to large law firm or corporate legal department already subscribed to Westlaw that wants a trusted, security-conscious AI layer for research, review, and drafting integrated directly with authoritative legal content.

Funding & performance

CoCounsel is the AI legal (and now tax/audit/compliance) assistant of Thomson Reuters (TSX/Nasdaq: TRI). It was built by legal-AI startup Casetext (founded 2013, an early GPT-4 access partner that had raised ~$64M), which Thomson Reuters acquired for $650 million in cash in 2023. CoCounsel is now Thomson Reuters' flagship AI platform — reaching 1 million+ professional users across 107 countries by early 2026 — grounded in Thomson Reuters' proprietary content (Westlaw, Practical Law) rather than the open web. It is a product of a public company, not an independent startup.

Pros & cons

Pros

  • Trained by legal experts and backed by authoritative Thomson Reuters legal content, reducing hallucination risks common in generic AI tools
  • Integrates directly into Thomson Reuters workflow, following users throughout their legal research and drafting tasks
  • Useful for document-based legal practice including medical record review, contract proofreading, and demand letter drafting according to user reviews
  • Subject to best-in-class security standards appropriate for confidential legal work

Cons

  • Struggles with very large documents according to user reviews, with performance degrading on oversized contract reviews
  • Customer service quality reported as 'NOT good' by users despite the premium pricing
  • Can return irrelevant cases during legal research, requiring careful verification of results
  • Some early adopters have switched to competitors as the market has evolved

Pricing plans

CoCounsel Core
$225 / month
  • AI-assisted legal research
  • Document review capabilities
  • Contract analysis tools
  • 1-year, 2-year, or 3-year term options
CoCounsel Legal
Custom / month
  • Full legal AI assistant features
  • Deep Research workflows with agentic AI
  • Document discovery review
  • Custom pricing based on firm size and needs

Key features

Team collaboration
Integrations
Westlaw, Practical Law
Input types
text, documents, contracts
Output types
text, research plans, document summaries, citations

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Feature
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Pricing
Paid
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Paid
Free plan
No
No
No
Free trial
No
Yes
No
API
No
Yes
No
Team support
Yes
Yes
Yes

Frequently asked questions

How much does CoCounsel actually cost?+

CoCounsel is generally sold as an add-on or bundle alongside Westlaw, and pricing sits at the higher end of the legal AI market — often in the low-to-mid hundreds of dollars per month per user, with full bundles reaching several hundred dollars. Notably, case law access is not always included in entry tiers, which can raise the real cost. Confirm current plans and what each tier includes on the official Thomson Reuters site.

What can CoCounsel actually do for a legal team?+

The assistant supports legal research, discovery-scale document review, contract analysis and modification, and drafting or proofreading tasks. Its Deep Research capability generates research plans and returns source-linked answers, while other workflows help lawyers review documents and refine contract language. It is designed to assist across a matter rather than handle a single narrow task.

Does CoCounsel work with Westlaw and other Thomson Reuters products?+

Yes — CoCounsel is built to operate within the Thomson Reuters ecosystem and integrates with authoritative content from products like Westlaw and Practical Law. It is often packaged together with these tools, and the assistant is designed to follow users across connected workflows. This tight integration is a key reason it appeals to firms already using Westlaw.

How does CoCounsel handle confidentiality and security?+

CoCounsel is designed for legal work and built to maintain the confidentiality and security standards the profession requires, backed by Thomson Reuters' enterprise infrastructure. Firms with strict compliance obligations should review the current security documentation and data-handling terms directly with Thomson Reuters before onboarding.

Is CoCounsel worth it if my firm isn't already on Westlaw?+

The value proposition is strongest for firms already paying for Westlaw, since CoCounsel adds an AI layer on top of content they already use. Firms without an existing Westlaw commitment face a larger combined cost and may find standalone legal AI tools more economical for comparable research capabilities. Weigh the full bundle price against your actual usage.

Where did CoCounsel come from?+

CoCounsel was originally developed by Casetext and became part of Thomson Reuters' legal AI offering, where it now sits at the center of the company's AI research, drafting, and document review strategy alongside Westlaw Precision. That heritage explains its strong focus on grounded, source-linked legal research.

Is CoCounsel free?+

No, CoCounsel does not offer a free plan or free trial. It's available through 1-year, 2-year, and 3-year subscription plans, with CoCounsel Core starting at $225/month. Multi-year plans offer discounted pricing compared to annual subscriptions.

What does CoCounsel integrate with?+

CoCounsel integrates within the Thomson Reuters legal ecosystem and follows users throughout their workflow. It works with Microsoft Word for drafting and redlining tasks. Specific third-party integrations beyond the Thomson Reuters product suite were not detailed in available research.

How does CoCounsel compare to alternatives?+

CoCounsel is distinguished by its Thomson Reuters legal content backing and security standards, making it a preferred choice for firms with strict confidentiality requirements. Alternatives like Harvey, Spellbook, and Clio Manage offer different approaches—some with multi-model systems or different pricing structures. Users report CoCounsel performs better than generic ChatGPT for legal work but note it can return irrelevant cases and struggles with very large documents.

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