Ruli AI vs. CoCounsel

CoCounsel

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What is Ruli AI?

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What is CoCounsel?

Thomson Reuters CoCounsel is an AI-powered professional productivity platform developed to support legal services, tax preparation, accounting, auditing, and compliance-related work. The platform combines generative artificial intelligence, agentic workflow automation, and authoritative professional research content within specialized workspaces. CoCounsel Legal enables attorneys and legal teams to conduct research using Westlaw and Practical Law, analyze legal questions, and generate citation-backed reports. Its document review capabilities allow users to examine contracts, litigation materials, and large document collections to extract facts, identify issues, and compare information across multiple sources. Tabular Analysis supports reviewing up to 10,000 documents against as many as 100 questions, with results organized into interactive tables linked to supporting evidence. Legal drafting tools assist with creating agreements, correspondence, and other work products using organizational precedents and relevant research materials. CoCounsel Tax combines Thomson Reuters Checkpoint content, tax authorities, and firm documents to support tax research, return analysis, regulatory questions, and client deliverable preparation. CoCounsel Audit & Accounting helps professionals analyze audit workpapers, investigate inconsistencies, research accounting standards, and create documentation for review processes. The platform's agentic AI capabilities support multistep task planning, information retrieval, document analysis, and automated generation of structured outputs. Users can work with document collections, apply reusable workflow templates, access shared workspaces, and integrate AI assistance into existing professional processes. CoCounsel includes source-linked responses, enterprise-grade security and privacy controls, and specialized capabilities designed to support human review and verification of legal, financial, and regulatory work.