Irys vs CoCounsel
You wanted AI for legal work. You got an upsell on your Westlaw contract.
CoCounsel was one of the first legal AI products to reach the market, and it validated that lawyers want AI in their workflow. But requiring a Westlaw subscription to access AI — and limiting that AI primarily to research — is a constraint, not a feature. Irys One is the standalone alternative.
Why lawyers are looking beyond CoCounsel
CoCounsel deserves credit for bringing legal AI into the mainstream. Thomson Reuters moved quickly, and the product demonstrated real value in AI-assisted legal research. That matters.
But the product's architecture tells a different story about its priorities. CoCounsel requires a Westlaw subscription to function. It is not a standalone platform — it is an add-on that extends what Westlaw can do. For firms already spending $50,000 to $300,000 per year on Westlaw, CoCounsel is an additional cost on top of that existing investment.
The scope is also narrower than many firms expected. CoCounsel is primarily a research assistant. It does not replace the need for separate drafting tools, separate document management, or separate matter tracking. The promise of AI was to unify and simplify the legal workflow. An AI add-on to a research database does not fulfill that promise.
What a standalone legal AI platform should offer
First, it should stand on its own. You should not need a separate subscription to a legacy platform just to access AI capabilities. The AI should be the platform, not an accessory to someone else's platform.
Second, it should cover the full workflow. Research is one part of legal work, but drafting, document review, matter management, and collaboration are equally important. A platform that only helps with research leaves most of your day untouched by AI.
Third, pricing should be transparent and proportional. If AI is genuinely making your team more efficient, it should not cost more than the tools it replaces. It should cost less, and that cost should be published up front rather than negotiated behind a sales process designed to anchor you to your existing spend.
How Irys One compares
Irys One is a standalone legal work platform. There is no prerequisite subscription. There is no legacy database you need to pay for separately. The AI is not an add-on — it is the orchestration layer that connects research, drafting, document intelligence, and matter context into a single workflow.
Under the hood, Irys uses a model-agnostic, multi-agent architecture that can handle complex legal tasks across research, analysis, and drafting. A knowledge graph engine maps relationships between authorities. Enhanced legal embeddings power search that understands legal concepts. And everything you do lives within its matter context, building your firm's institutional knowledge over time.
The pricing is published on the website. There is a 14-day free trial. You do not need to talk to a sales team to learn what you would pay, and the platform serves solo practitioners and mid-size firms with the same capabilities available to large enterprises.
Making the transition: common questions
Do I need to keep my Westlaw subscription? No. Irys One is fully standalone. It provides its own comprehensive legal research capabilities, citation verification, and authority checking. You can cancel Westlaw whenever your contract allows.
Is CoCounsel's research quality better because it uses Westlaw's database? Research quality depends on coverage, AI reasoning, and citation verification, not on which legacy database sits underneath. Irys One provides comprehensive access to case law, statutes, and regulatory materials, with AI that understands legal reasoning at a conceptual level rather than matching keywords against a proprietary index.
What about the skills CoCounsel offers beyond research? Irys One covers a broader workflow out of the box: research, drafting, document intelligence, matter management, and collaboration. Features that CoCounsel offers as discrete skills — like document review or timeline creation — are integrated into the platform's natural workflow rather than presented as isolated capabilities.
Start your 14-day free trial. No Westlaw subscription required. No CoCounsel add-on fee. Just a unified platform for legal work.
This comparison is based on publicly available information and Irys's current product positioning as of March 2026. CoCounsel's offerings may evolve, and product fit will vary by workflow, practice area, deployment requirements, and team size.
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