[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-7c9a3a79edeb324a-perplexity-enters-legal-market-with-computer-for-c-summary":3,"summaries-facets-categories":127,"summary-related-7c9a3a79edeb324a-perplexity-enters-legal-market-with-computer-for-c-summary":5631},{"id":4,"title":5,"ai":6,"body":13,"categories":84,"created_at":86,"date_modified":86,"description":78,"extension":87,"faq":86,"featured":88,"kicker_label":86,"meta":89,"navigation":108,"path":109,"published_at":110,"question":86,"scraped_at":111,"seo":112,"sitemap":113,"source_id":114,"source_name":115,"source_type":116,"source_url":117,"stem":118,"tags":119,"thumbnail_url":86,"tldr":124,"tweet":86,"unknown_tags":125,"__hash__":126},"summaries\u002Fsummaries\u002F7c9a3a79edeb324a-perplexity-enters-legal-market-with-computer-for-c-summary.md","Perplexity Enters Legal Market with 'Computer for Counsel' Platform",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","google\u002Fgemini-3.1-flash-lite",4600,669,3592,0.0021535,{"type":14,"value":15,"toc":77},"minimark",[16,21,25,29,32,36,39,74],[17,18,20],"h2",{"id":19},"a-workflow-centric-approach-to-legal-ai","A Workflow-Centric Approach to Legal AI",[22,23,24],"p",{},"Perplexity is positioning its new \"Computer for Counsel\" platform not as a replacement for traditional legal research databases (like Westlaw or LexisNexis), but as an \"agentic\" layer that sits atop existing enterprise systems and legal data. The core value proposition is the ability to connect disparate sources—including Google Drive, OneDrive, Box, NetDocuments, and contract tools—to automate administrative and research-heavy tasks. By focusing on the \"before, around, and after\" of traditional legal research, Perplexity aims to capture the broad category of work that currently consumes significant time for in-house counsel and small-to-midsized firms.",[17,26,28],{"id":27},"integration-and-verification-strategy","Integration and Verification Strategy",[22,30,31],{},"Central to the platform's utility is its integration with Midpage, a startup that provides connectors for U.S. case law, statutes, and regulations. This allows Perplexity to synthesize authoritative legal data into briefs and memos. The platform emphasizes verifiability: every response includes inline citations linked to the underlying ruling, regulation, or document. This design choice is intended to mitigate hallucination risks by enabling attorneys to validate AI-generated output before incorporating it into client deliverables.",[17,33,35],{"id":34},"practical-applications-and-adoption","Practical Applications and Adoption",[22,37,38],{},"Perplexity identified several high-value use cases for the platform, including:",[40,41,42,50,56,62,68],"ul",{},[43,44,45,49],"li",{},[46,47,48],"strong",{},"Cross-jurisdictional research:"," Surfacing and organizing rulings by relevance and jurisdiction.",[43,51,52,55],{},[46,53,54],{},"Client\u002FProspect briefings:"," Aggregating public filings, litigation history, and news.",[43,57,58,61],{},[46,59,60],{},"Regulatory tracking:"," Generating digests of new rules and guidance.",[43,63,64,67],{},[46,65,66],{},"Contract analysis:"," Extracting and comparing specific clause types across document sets.",[43,69,70,73],{},[46,71,72],{},"Business development:"," Automating RFP responses and pitch materials using internal firm knowledge.",[22,75,76],{},"Law firm Gunderson Dettmer serves as an early enterprise proof point, reporting that 80% of its lawyers and partners are active users, generating over 35,000 queries per month. The firm’s Chief Innovation Officer, Joe Green, noted that the tool provides \"rapid, cited context\" that functions as an amplifier of attorney expertise rather than a replacement.",{"title":78,"searchDepth":79,"depth":79,"links":80},"",2,[81,82,83],{"id":19,"depth":79,"text":20},{"id":27,"depth":79,"text":28},{"id":34,"depth":79,"text":35},[85],"Legal AI Tools",null,"md",false,{"content_references":90,"triage":103},[91,96,99],{"type":92,"title":93,"url":94,"context":95},"tool","Perplexity","https:\u002F\u002Fwww.perplexity.ai\u002F","mentioned",{"type":92,"title":97,"url":98,"context":95},"Midpage","https:\u002F\u002Fwww.midpage.ai\u002F",{"type":100,"title":101,"url":102,"context":95},"other","Computer for Counsel","https:\u002F\u002Fwww.perplexity.ai\u002Fenterprise\u002Fuse-cases\u002Flegal",{"relevance":104,"novelty":105,"quality":105,"actionability":105,"composite":106,"reasoning":107},5,4,4.35,"Category: Legal AI Tools. The article discusses Perplexity's new platform designed for legal professionals, addressing specific pain points such as integrating various data sources and mitigating hallucination risks in AI outputs. It provides practical applications that legal practitioners can adopt, such as cross-jurisdictional research and contract analysis.",true,"\u002Fsummaries\u002F7c9a3a79edeb324a-perplexity-enters-legal-market-with-computer-for-c-summary","2026-06-25 12:43:52","2026-06-29 14:52:27",{"title":5,"description":78},{"loc":109},"7c9a3a79edeb324a","LawSites \u002F LawNext (Bob Ambrogi)","article","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F06\u002Fperplexity-makes-its-move-into-legal-unveiling-industry-features-at-computer-for-counsel-event.html","summaries\u002F7c9a3a79edeb324a-perplexity-enters-legal-market-with-computer-for-c-summary",[120,121,122,123],"legal-tech","research-tools","practice","vendor","Perplexity is positioning itself as a research and workflow layer for legal professionals, integrating with internal enterprise systems and legal-specific data sources like Midpage to provide cited, verifiable AI 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As buyers increasingly rely on generative AI tools—such as ChatGPT, Claude, and Gemini—to research and shortlist vendors, the goal has shifted to Answer Engine Optimization (AEO). In this new paradigm, visibility depends on being cited as an authority within the AI's generated response. Because LLMs synthesize information from trusted third-party sources, vendors must prioritize earned media and expert validation to ensure they are included in AI-generated recommendations.",[17,5650,5652],{"id":5651},"the-trusted-answer-growth-system","The Trusted Answer Growth System",[22,5654,5655],{},"To address this transition, marketing leaders Amy Juers (Edge Marketing) and Valerie Chan (Plat4orm) have introduced the 'Trusted Answer Growth System.' This framework is designed to help legal tech companies navigate the new buyer’s journey by focusing on:",[40,5657,5658,5664,5670],{},[43,5659,5660,5663],{},[46,5661,5662],{},"Third-Party Credibility:"," Building a digital footprint that AI models recognize as authoritative. This involves securing citations in reputable industry publications, legal blogs, and analyst reports that LLMs use as training or retrieval data.",[43,5665,5666,5669],{},[46,5667,5668],{},"Vocabulary Evolution:"," Adapting marketing strategies to account for the shift from keyword-based search (SEO) to intent-based, conversational search (AEO).",[43,5671,5672,5675],{},[46,5673,5674],{},"Correction Strategies:"," Developing proactive protocols for when AI tools misrepresent a company’s capabilities or story, ensuring that the brand narrative remains accurate in the eyes of the model.",[22,5677,5678],{},"By focusing on these areas, vendors can move beyond simple web traffic metrics and position themselves as the 'trusted answers' that AI tools provide to prospective legal tech buyers.",{"title":78,"searchDepth":79,"depth":79,"links":5680},[5681,5682],{"id":5644,"depth":79,"text":5645},{"id":5651,"depth":79,"text":5652},[1459],{"content_references":5685,"triage":5696},[5686,5690,5692,5694],{"type":5687,"title":5688,"author":5689,"context":95},"podcast","LawNext","Bob Ambrogi",{"type":92,"title":5691,"context":95},"ChatGPT",{"type":92,"title":5693,"context":95},"Claude",{"type":92,"title":5695,"context":95},"Gemini",{"relevance":5697,"novelty":5697,"quality":105,"actionability":79,"composite":5698,"reasoning":5699},3,3.05,"Category: Legal AI Tools. The article discusses the shift from SEO to AEO in marketing legal tech, which is relevant to the legal-tech market. It provides some new insights on how vendors can adapt to AI-driven search but lacks specific actionable steps for practitioners.","\u002Fsummaries\u002F4ba2560bd75a441c-marketing-legal-tech-in-the-era-of-ai-driven-searc-summary","2026-06-23 13:42:59","2026-06-29 14:52:28",{"title":5634,"description":78},{"loc":5700},"4ba2560bd75a441c","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F06\u002Flawnext-podcast-amy-juers-and-valerie-chan-on-marketing-legal-tech-in-the-age-of-ai-search.html","summaries\u002F4ba2560bd75a441c-marketing-legal-tech-in-the-era-of-ai-driven-searc-summary",[120,123,122],"As AI search replaces traditional SEO, legal tech vendors must shift from ranking on Google to becoming the authoritative sources cited by LLMs like ChatGPT and Claude.",[],"hx_acG6v74_uYCWpn0MacYfH6pC8jdKQAWJ42dXF-Pk",{"id":5713,"title":5714,"ai":5715,"body":5720,"categories":5771,"created_at":86,"date_modified":86,"description":78,"extension":87,"faq":86,"featured":88,"kicker_label":86,"meta":5772,"navigation":108,"path":5784,"published_at":5785,"question":86,"scraped_at":5702,"seo":5786,"sitemap":5787,"source_id":5788,"source_name":115,"source_type":116,"source_url":5789,"stem":5790,"tags":5791,"thumbnail_url":86,"tldr":5793,"tweet":86,"unknown_tags":5794,"__hash__":5795},"summaries\u002Fsummaries\u002F097f187a84e92644-abstract-expands-legislative-intelligence-into-age-summary.md","Abstract Expands Legislative Intelligence into Agentic Workflow Automation",{"provider":7,"model":8,"input_tokens":5716,"output_tokens":5717,"processing_time_ms":5718,"cost_usd":5719},3997,680,3716,0.00201925,{"type":14,"value":5721,"toc":5766},[5722,5726,5729,5733,5736,5739,5759,5763],[17,5723,5725],{"id":5724},"from-information-monitoring-to-agentic-execution","From Information Monitoring to Agentic Execution",[22,5727,5728],{},"Abstract, a startup previously focused on legislative and regulatory monitoring, has expanded its platform to include 'Abstract Workers.' While the company's initial value proposition centered on identifying relevant legislative changes—even when those changes do not explicitly name a client's industry—the new service addresses the subsequent operational burden. By shifting from a dashboard-centric model to an agentic one, Abstract aims to automate the repetitive administrative tasks that follow a regulatory alert, such as prioritizing data, drafting internal communications, and updating tracking systems.",[17,5730,5732],{"id":5731},"managed-deployment-and-workflow-integration","Managed Deployment and Workflow Integration",[22,5734,5735],{},"Unlike self-service automation platforms that require users to build and maintain their own workflows, Abstract manages the end-to-end lifecycle of its AI agents. The company handles the setup, testing, deployment, and optimization of each 'Worker' in consultation with the client. These agents are designed to be 'deterministic' and integrate directly into existing enterprise environments, including Microsoft 365, Google Workspace, Slack, and Adobe.",[22,5737,5738],{},"Beyond legislative monitoring, the platform has expanded into broader legal and back-office automation. Current production use cases include:",[40,5740,5741,5747,5753],{},[43,5742,5743,5746],{},[46,5744,5745],{},"Policy & Compliance:"," Scanning 50-state legislation, drafting briefings, and generating branded newsletters.",[43,5748,5749,5752],{},[46,5750,5751],{},"Matter & Financial Management:"," Auto-filing client emails into Clio, monitoring accounts receivable in QuickBooks, and managing invoice escalation.",[43,5754,5755,5758],{},[46,5756,5757],{},"Document Operations:"," Automating document filing based on naming conventions and performing redlining against custom rulesets within cloud storage environments like SharePoint and OneDrive.",[17,5760,5762],{"id":5761},"data-driven-contextual-intelligence","Data-Driven Contextual Intelligence",[22,5764,5765],{},"Abstract differentiates its agents by leveraging its proprietary legislative and regulatory data infrastructure. By grounding its agents in this specialized data layer, the company claims its tools operate with higher context than general-purpose automation platforms. The service launches with a pre-built library of workflows tailored for government affairs, legal, compliance, and finance teams, with pricing structured based on individual or enterprise usage and complexity.",{"title":78,"searchDepth":79,"depth":79,"links":5767},[5768,5769,5770],{"id":5724,"depth":79,"text":5725},{"id":5731,"depth":79,"text":5732},{"id":5761,"depth":79,"text":5762},[85],{"content_references":5773,"triage":5781},[5774,5777],{"type":92,"title":5775,"url":5776,"context":95},"Abstract","https:\u002F\u002Fabstract.us\u002F",{"type":100,"title":5778,"url":5779,"context":5780},"Abstract brings AI-powered legislative intelligence to law firms and corporate legal teams","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F04\u002Fabstract-brings-ai-powered-legislative-intelligence-to-law-firms-and-corporate-legal-teams.html","cited",{"relevance":105,"novelty":5697,"quality":105,"actionability":5697,"composite":5782,"reasoning":5783},3.6,"Category: Law-Firm Practice & Adoption. The article discusses a new AI tool that automates workflows in legal practice, addressing pain points related to operational burdens after regulatory alerts. It provides specific examples of use cases, which adds practical relevance, though it lacks detailed implementation guidance.","\u002Fsummaries\u002F097f187a84e92644-abstract-expands-legislative-intelligence-into-age-summary","2026-06-24 13:19:41",{"title":5714,"description":78},{"loc":5784},"097f187a84e92644","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F06\u002Fabstract-extends-its-legislative-intelligence-into-agentic-workflow-automation-with-launch-of-abstract-workers.html","summaries\u002F097f187a84e92644-abstract-expands-legislative-intelligence-into-age-summary",[120,122,5792,123],"knowledge-management","Abstract has launched 'Abstract Workers,' a service that deploys AI agents to automate post-alert workflows—such as drafting reports, updating trackers, and managing back-office tasks—directly within existing enterprise software.",[],"BsKfCrrdw_QubM_-ShOFRLMFYkCwjmMTruSVdPuxrVE",{"id":5797,"title":5798,"ai":5799,"body":5804,"categories":5888,"created_at":86,"date_modified":86,"description":78,"extension":87,"faq":86,"featured":88,"kicker_label":86,"meta":5889,"navigation":108,"path":5902,"published_at":5903,"question":86,"scraped_at":5702,"seo":5904,"sitemap":5905,"source_id":5906,"source_name":115,"source_type":116,"source_url":5907,"stem":5908,"tags":5909,"thumbnail_url":86,"tldr":5911,"tweet":86,"unknown_tags":5912,"__hash__":5913},"summaries\u002Fsummaries\u002Faa7ad7754e1f1bee-thomson-reuters-ceo-on-cocounsel-fiduciary-ai-and-summary.md","Thomson Reuters CEO on CoCounsel, Fiduciary AI, and Firm Strategy",{"provider":7,"model":8,"input_tokens":5800,"output_tokens":5801,"processing_time_ms":5802,"cost_usd":5803},7732,829,4672,0.0031765,{"type":14,"value":5805,"toc":5883},[5806,5810,5813,5816,5836,5840,5848,5862,5866,5869],[17,5807,5809],{"id":5808},"the-shift-to-fiduciary-grade-ai","The Shift to 'Fiduciary-Grade' AI",[22,5811,5812],{},"Thomson Reuters is positioning its next-generation CoCounsel as 'fiduciary-grade' AI, a standard intended to distinguish it from frontier models that lack domain-specific grounding. According to CEO Steve Hasker, the primary cause of AI hallucinations in legal practice is the reliance on general-purpose models without native access to authoritative legal content (e.g., Westlaw, Practical Law) or the oversight of attorney-editors.",[22,5814,5815],{},"Key differentiators for this approach include:",[40,5817,5818,5824,5830],{},[43,5819,5820,5823],{},[46,5821,5822],{},"Transparency:"," The tool provides step-by-step reasoning and direct citations for every conclusion, moving away from 'black box' outputs.",[43,5825,5826,5829],{},[46,5827,5828],{},"Data Governance:"," A commitment that customer inputs are not used to train the underlying models, contrasting with common Silicon Valley practices.",[43,5831,5832,5835],{},[46,5833,5834],{},"Human-in-the-Loop Support:"," Users can consult reference attorneys who can replicate queries to explain the AI's logic, a feature designed to support the apprenticeship model for junior lawyers.",[17,5837,5839],{"id":5838},"operationalizing-ai-beyond-experimentation","Operationalizing AI Beyond Experimentation",[22,5841,5842,5843,5847],{},"Drawing from the ",[5844,5845,5846],"em",{},"Future of Professionals Report 2026",", Hasker notes a widening gap between AI adoption and realized value. While many firms are experimenting with various tools, few have successfully re-engineered their workflows.",[40,5849,5850,5856],{},[43,5851,5852,5855],{},[46,5853,5854],{},"The Change Management Lag:"," Hasker cites a managing partner who observed that tools are currently '18 months ahead of change management.' Firms that are successfully operationalizing AI are moving away from 'let's see what happens' approaches toward practice-specific workflow integration—redefining how associates interact with AI-generated drafts and how performance is measured.",[43,5857,5858,5861],{},[46,5859,5860],{},"Client Assertiveness:"," Corporate counsel are becoming more assertive, consolidating their outside counsel panels and demanding that firms demonstrate how AI is improving turnaround times, quality, and cost-efficiency. Clients are increasingly unwilling to pay for work that could be produced more efficiently via AI.",[17,5863,5865],{"id":5864},"the-future-of-the-legal-business-model","The Future of the Legal Business Model",[22,5867,5868],{},"Despite concerns that AI might diminish the need for human lawyers, Hasker maintains an optimistic outlook. He suggests that AI will likely increase the total demand for legal services, similar to past technological shifts.",[40,5870,5871,5877],{},[43,5872,5873,5876],{},[46,5874,5875],{},"Firm Evolution:"," The winning firms will be those that use technology to augment their best people rather than attempting to become software-development firms themselves.",[43,5878,5879,5882],{},[46,5880,5881],{},"Economic Shift:"," While the P&L of law firms may shift—with higher tech budgets and lower relative costs for labor and real estate—the core value remains in the human-client relationship. AI may initially serve to improve work-life balance for overworked attorneys by enabling them to reach accurate conclusions in minutes rather than hours.",{"title":78,"searchDepth":79,"depth":79,"links":5884},[5885,5886,5887],{"id":5808,"depth":79,"text":5809},{"id":5838,"depth":79,"text":5839},{"id":5864,"depth":79,"text":5865},[85],{"content_references":5890,"triage":5899},[5891,5894,5897],{"type":5892,"title":5846,"author":5893,"context":5780},"report","Thomson Reuters",{"type":92,"title":5895,"author":5893,"context":5896},"CoCounsel","reviewed",{"type":92,"title":5898,"author":5893,"context":95},"Westlaw Advantage",{"relevance":104,"novelty":105,"quality":105,"actionability":5697,"composite":5900,"reasoning":5901},4.15,"Category: Legal AI Tools. The article discusses Thomson Reuters' approach to developing 'fiduciary-grade' AI, addressing a core concern about AI hallucinations in legal practice, which is a significant pain point for practitioners. It provides insights into operationalizing AI in law firms, although it lacks specific actionable steps for implementation.","\u002Fsummaries\u002Faa7ad7754e1f1bee-thomson-reuters-ceo-on-cocounsel-fiduciary-ai-and-summary","2026-06-23 16:39:14",{"title":5798,"description":78},{"loc":5902},"aa7ad7754e1f1bee","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F06\u002Fthomson-reuters-ceo-steve-hasker-on-the-next-generation-of-cocounsel-the-future-of-professionals-report-and-why-tr-is-building-its-own-llm.html","summaries\u002Faa7ad7754e1f1bee-thomson-reuters-ceo-on-cocounsel-fiduciary-ai-and-summary",[120,5910,122,123],"ai-review","Thomson Reuters CEO Steve Hasker argues that legal AI must be 'fiduciary-grade'—grounded in authoritative content and expert-trained agents—to avoid hallucinations, while warning that firms must move beyond experimentation to re-engineer workflows.",[],"hnQ6eThrJ_G6aFY-UzIKw8OCaybIBOuIGZ7ahjExWfE",{"id":5915,"title":5916,"ai":5917,"body":5922,"categories":5996,"created_at":86,"date_modified":86,"description":78,"extension":87,"faq":86,"featured":88,"kicker_label":86,"meta":5997,"navigation":108,"path":6008,"published_at":6009,"question":86,"scraped_at":6010,"seo":6011,"sitemap":6012,"source_id":6013,"source_name":115,"source_type":116,"source_url":6014,"stem":6015,"tags":6016,"thumbnail_url":86,"tldr":6017,"tweet":86,"unknown_tags":6018,"__hash__":6019},"summaries\u002Fsummaries\u002F4b710932baa4bb13-thomson-reuters-transitions-cocounsel-to-agentic-l-summary.md","Thomson Reuters Transitions CoCounsel to Agentic Legal Workflow",{"provider":7,"model":8,"input_tokens":5918,"output_tokens":5919,"processing_time_ms":5920,"cost_usd":5921},4706,757,4440,0.002312,{"type":14,"value":5923,"toc":5991},[5924,5928,5931,5935,5938,5958,5961,5965,5968,5988],[17,5925,5927],{"id":5926},"from-task-based-skills-to-agentic-collaboration","From Task-Based Skills to Agentic Collaboration",[22,5929,5930],{},"Thomson Reuters has fundamentally re-engineered CoCounsel Legal, moving away from the original 2023 model of discrete, user-selected \"skills\" toward an agentic architecture. Built on Anthropic’s Claude Agent SDK, the new system functions as a digital colleague rather than a software tool. Users describe a matter in plain language, and the system generates a comprehensive plan, executes legal research using Westlaw and Practical Law, drafts work product with traceable citations, and adapts to new information as the matter evolves. This shift aims to provide a single, iterable work product rather than a series of piecemeal answers.",[17,5932,5934],{"id":5933},"the-fiduciary-grade-standard","The 'Fiduciary-Grade' Standard",[22,5936,5937],{},"Central to this release is the company's \"fiduciary-grade AI\" framework, designed to meet the rigorous standards of professional practice. Thomson Reuters emphasizes three pillars for this standard:",[40,5939,5940,5946,5952],{},[43,5941,5942,5945],{},[46,5943,5944],{},"Grounded Reasoning:"," The system anchors outputs in authoritative content from the initial reasoning step rather than performing post-hoc verification.",[43,5947,5948,5951],{},[46,5949,5950],{},"Traceability:"," Every citation is linked to its source, and the system’s reasoning process is inspectable by the user.",[43,5953,5954,5957],{},[46,5955,5956],{},"Data Integrity:"," The company maintains that confidential client data is not used to train third-party models.",[22,5959,5960],{},"This strategy positions CoCounsel as an \"agentic operating system\" intended to integrate into existing professional workflows. The company is actively pursuing interoperability through APIs and the Model Context Protocol (MCP), with planned integrations for platforms including Microsoft 365, iManage, NetDocuments, and HighQ.",[17,5962,5964],{"id":5963},"early-access-and-future-capabilities","Early Access and Future Capabilities",[22,5966,5967],{},"Beginning in August 2026, the new experience will be available to U.S. customers via a toggle, allowing them to switch between the legacy and agentic interfaces. Three core features are currently in development or rollout:",[40,5969,5970,5976,5982],{},[43,5971,5972,5975],{},[46,5973,5974],{},"Workspaces:"," A persistent environment that maintains documents, precedents, and prior positions across sessions and team members.",[43,5977,5978,5981],{},[46,5979,5980],{},"Brief Builder:"," An agentic drafting tool specifically for motions and briefs that includes automated issue spotting and citation verification.",[43,5983,5984,5987],{},[46,5985,5986],{},"Organizational Intelligence:"," A layer that allows firms to encode their own institutional expertise into the system to ensure consistency across matters.",[22,5989,5990],{},"Beta testers reported high adoption rates across practice areas, noting that the tool's utility extended beyond traditional litigation into transactional and specialist work, such as employee benefits.",{"title":78,"searchDepth":79,"depth":79,"links":5992},[5993,5994,5995],{"id":5926,"depth":79,"text":5927},{"id":5933,"depth":79,"text":5934},{"id":5963,"depth":79,"text":5964},[85],{"content_references":5998,"triage":6006},[5999,6002,6004],{"type":92,"title":6000,"url":6001,"context":95},"CoCounsel Legal","https:\u002F\u002Flegal.thomsonreuters.com\u002Fen\u002Fproducts\u002Fcocounsel-legal",{"type":92,"title":6003,"context":95},"Claude Agent SDK",{"type":100,"title":6005,"context":95},"Model Context Protocol",{"relevance":104,"novelty":105,"quality":105,"actionability":105,"composite":106,"reasoning":6007},"Category: Legal AI Tools. The article discusses Thomson Reuters' CoCounsel Legal platform, which directly relates to legal AI tools and addresses the audience's interest in AI's role in legal workflows. It presents new insights into the platform's shift to an agentic model and its implications for legal practice, while also providing actionable information about upcoming features and standards.","\u002Fsummaries\u002F4b710932baa4bb13-thomson-reuters-transitions-cocounsel-to-agentic-l-summary","2026-06-22 16:04:39","2026-06-29 14:52:29",{"title":5916,"description":78},{"loc":6008},"4b710932baa4bb13","https:\u002F\u002Fwww.lawnext.com\u002F2026\u002F06\u002Fthomson-reuters-opens-early-access-to-the-next-generation-of-cocounsel-legal-saying-beta-users-fing-loved-the-product.html","summaries\u002F4b710932baa4bb13-thomson-reuters-transitions-cocounsel-to-agentic-l-summary",[120,121,5910,122],"Thomson Reuters is shifting its CoCounsel Legal platform from task-based 'skills' to an agentic model, allowing users to manage entire legal matters through an iterative, verifiable, and collaborative workspace.",[],"drI03mgn9XJXEybiv08nzIwIO7SSdzAkQVUjTXw1JmE"]