[{"title": "Robin AI drama needs to be covered", "published_at": "2025-11-10 22:16:59+00:00", "url": "https://www.reddit.com/r/lastweektonight/comments/1otru0u/robin_ai_drama_needs_to_be_covered/", "mention_companies": ["Robin AI"], "summary": "The post discusses a Medium article alleging that June 2024 emails predicted the demise of Robin AI. It claims the story involves the CEO's misconduct, poor evaluations, and that the company's AI technology is actually powered by foreign workers. The single comment expresses interest in reading the article and suggests the episode should cover how AI companies overpromise technology while offshoring real work to lower-wage countries.", "sentiment": "Negative (100% of users)"}, {"title": "Harvey", "published_at": "2025-01-27 12:38:36+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1ib7w9b/harvey/", "mention_companies": ["Leya.law", "Harvey"], "summary": "The post asks for user experiences with Harvey AI, a legal AI tool. Comments reveal mixed feedback: some users find it a solid tool that saves time and has strong funding/roadmap, while others criticize it as an expensive GPT wrapper with uneven sales support and a potential shift away from legal focus. A few users mention Leya.law as a comparable alternative with better UI and responsiveness. Key points include Harvey's high price (~$1200/user/month), concerns about its fine-tuning vs. standard legal LLMs, and divided experiences with their sales and support teams.", "sentiment": "Negative (approximately 60% negative, 40% positive)"}, {"title": "Is there a legaltech AI tool that you actually love?", "published_at": "2025-07-16 15:14:15+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1m1f8cb/is_there_a_legaltech_ai_tool_that_you_actually/", "mention_companies": ["Relaw", "Veritec.ai", "doculizerai.com", "WiseTime", "Ivo", "Plaud.ai", "leegal.ai", "Rain Intelligence", "Luminance", "jenova", "IntelAgree", "BastionGPT", "ProPlaintiff", "Mike DocReview", "Aline.co", "Spellbook", "Kaitongo", "LawLM", "Midpage", "Paxton.ai", "Harvey", "LinkSquares", "IQIDIS", "FirstRead", "LegalOn", "Legora", "LizzyAi", "Claude", "obviate.ai", "Lexity"], "summary": "The post asks for opinions on legaltech tools. Users mention numerous specific tools, with many expressing positive experiences about increased productivity, workflow automation, and time savings. Common praised features include contract review, legal research, document drafting, transcription, and summarization. Some skepticism exists about whether specialized legal AI adds value beyond general LLMs, and a few comments note promotional activity in the thread.", "sentiment": "Positive: 70%, Negative: 30%"}, {"title": "Clio is completely un-user friendly. Anyone using Smokeball, PracticePanther, or FileVine? ", "published_at": "2024-06-07 15:05:33+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1dad0gj/clio_is_completely_unuser_friendly_anyone_using/", "mention_companies": ["iManage", "Amicus Online", "PracticeMaster", "Filevine", "Carta", "Azure", "MatterCenter", "Caret Legal", "Microsoft 365", "SharePoint", "Tabs3", "Lexicata", "Actionstep", "Lawyaw", "Zapier", "Smokeball", "Practice Panther", "LawToolbox", "Outlook", "Clio", "Case Peer", "MyCase", "MyPleadings", "Smart Advocate", "Matter365", "Teams", "Quickbooks", "OneDrive"], "summary": "The post author expresses strong dissatisfaction with Clio, citing issues with custom field sets, unexpected costs for templates and integrations, and poor training support. The comments reveal a broader industry discussion where users compare various legal practice management software. Clio receives significant criticism for its support, hidden costs, and technical limitations, though some users find it acceptable or the best among flawed options. Alternatives like Filevine, Smokeball, Actionstep, Caret Legal, and MyCase are discussed with mixed reviews, each having their own strengths and weaknesses. A recurring theme is that no software is perfect, and some suggest building custom solutions or leveraging Microsoft 365/SharePoint as an alternative hub.", "sentiment": "Overall audience sentiment is predominantly negative. Based on the comments that contain evaluations: approximately 70% express negative views (primarily criticizing Clio's support, cost, and functionality, and noting flaws in other platforms), 20% express mixed or neutral views (acknowledging pros and cons of various systems), and 10% express positive views (praising specific platforms like Clio for some users, or highlighting strengths of alternatives like Smokeball or Caret Legal)."}, {"title": "Best way for solos to do legal research?", "published_at": "2024-06-23 18:09:40+00:00", "url": "https://www.reddit.com/r/lawyertalk/comments/1dmsbhh/best_way_for_solos_to_do_legal_research/", "mention_companies": ["JSTOR", "Fastcase", "Casetext.com", "TheLaw.net", "Scribd", "CaseText", "Westlaw", "PACER", "Lexis", "Google Scholar", "OpenJuris"], "summary": "A solo attorney transitioning to independent practice seeks affordable legal research options, as they only occasionally need access beyond their existing resources. The community suggests various solutions: free access through law libraries, law schools, or bar associations; low-cost services like Fastcase (often included with bar membership) and TheLaw.net; and paid subscriptions from Lexis and Westlaw, with prices ranging from $70 to over $300 per month depending on the plan and negotiation. CaseText is mentioned as an option, though its pricing appears to have increased recently. Google Scholar is frequently recommended as a free and robust alternative.", "sentiment": "Positive: 70%, Negative: 30%"}, {"title": "Has anyone ever worked at Harvey AI?", "published_at": "2025-12-13 19:22:01+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1pltmc9/has_anyone_ever_worked_at_harvey_ai/", "mention_companies": ["Legora", "Google", "Claude", "OpenAI", "Harvey"], "summary": "The post is from a job candidate asking about work culture at Harvey, a legal AI company. Comments overwhelmingly describe a demanding, high-pressure sales environment with unrealistic quotas, quick firings, and poor work-life balance. Many question Harvey's product differentiation, calling it a 'ChatGPT wrapper' for law firms. Some note its high valuation and speculation about an OpenAI acquisition. A few defend its product quality and team talent, but the dominant theme is caution about joining.", "sentiment": "Negative (approximately 85% of evaluative comments are negative, 15% are neutral/mixed, 0% positive)"}, {"title": "EvenUp, Supio and Eve", "published_at": "2025-12-21 05:20:30+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1prym7h/evenup_supio_and_eve/", "mention_companies": ["smith AI", "Eve", "Supio", "LawPro.ai", "theclaireai.com", "Knool.ai", "EvenUp"], "summary": "The post is a user evaluating AI tools for personal injury cases, specifically asking about EvenUp, Supio, and Eve. Comments provide experiences and comparisons of several tools. EvenUp is noted for accuracy due to human review but is expensive and slow. Supio is strong for medical malpractice and expense extraction but has long turnaround times and no document drafting. Eve is fast and customizable but costly and requires setup. LawPro.ai is simple, fast with unlimited pages, and competitively priced but narrowly tailored. Knool.ai is preferred by one user for litigation flow and flexible contracts. TheClaireAI.com is praised for after-hours intake conversion. Smith AI is mentioned but not detailed.", "sentiment": "Positive: 71.4%, Negative: 28.6%"}, {"title": "What are your pain points using legal tech AI platforms in the market?", "published_at": "2025-04-06 11:52:08+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1jssdej/what_are_your_pain_points_using_legal_tech_ai/", "mention_companies": ["iManage", "Google", "Alexi", "Robin AI", "DeepJudge.ai", "OpenAI", "Ross intelligence", "Luminance", "PandaDoc", "Slack", "Apple", "Lexis", "SignWell", "AgriliaDocs", "Harvey AI", "Zoom", "Lucio AI", "Microsoft", "IQIDIS", "Lex Legis AI", "Vincent AI", "Grok", "DocuSign"], "summary": "The post asks for insights into the current state and pain points of legal tech AI platforms globally and in India, using specific companies as examples. The comments reveal a consensus on major frustrations: poor integration with existing law firm software stacks (especially Microsoft Office, iManage, and Outlook), the necessity for extensive human verification due to AI hallucinations and jurisdictional inaccuracies, clunky interfaces, and a focus on research over document workflow automation. Several alternative tools are suggested as better examples. The overall sentiment is that while AI is a useful tool, it is not a replacement for human lawyers and must fit seamlessly into daily workflows to be adopted long-term.", "sentiment": "Negative (Approximately 85% of commenting users express frustration or criticism. Positive mentions are limited to specific alternative tools or general statements about AI as a useful tool, but the dominant tone across all comments addressing the core question is critical of the current market offerings.)"}, {"title": "AI Platform- Harvey", "published_at": "2025-06-30 18:24:38+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1lof4cj/ai_platform_harvey/", "mention_companies": ["NotebookLM", "Eudia", "Alexi", "OpenAI", "Thomson Reuters", "LawLM.ai", "SociusLegal", "Rain Intelligence", "Kira Systems", "Luminance", "GC AI", "Iqidis", "Genie AI", "Callidus", "Leya", "Imanage", "torch by Darrow", "Bluente", "Gemini", "Harvey", "Law Chat", "Vincent", "Paxton", "Andri", "Nanonets", "CoCounsel", "Legora", "vLex", "Claude", "ContractPodAI", "Rev", "ChatGPT"], "summary": "The post asks for AI platforms for legal practice beyond Harvey. Comments suggest numerous alternatives, with Iqidis receiving the most positive mentions. Harvey is frequently criticized for high cost, retention issues, and being suited only for large firms. Other recommended platforms include Legora, Claude, Gemini, and various legal-specific tools. Discussions also cover implementation challenges like data privacy, hallucination rates, and integration with existing workflows.", "sentiment": "Positive: 60%, Negative: 40%"}, {"title": "If you\u2019re using AI, are you using general AI (GPT, Claude, Gemini) or specialized AI (Harvey, Legora, Spellbook)?", "published_at": "2025-10-16 13:19:00+00:00", "url": "https://www.reddit.com/r/lawyertalk/comments/1o85xv9/if_youre_using_ai_are_you_using_general_ai_gpt/", "mention_companies": ["NotebookLM", "Spellbook", "Legora", "Google", "CoPilot", "Perplexity", "Gemini", "Lexis Nexus", "Claude", "Westlaw", "AI Lawyer", "OpenAI", "Harvey", "Thomson Reuters"], "summary": "Lawyers discuss using AI tools in legal practice. General AI (like ChatGPT) is commonly used for brainstorming, language editing, and basic research tasks. Specialized legal AI tools (like Westlaw Precision AI, CoCounsel) are used for legal research and drafting but receive mixed reviews - some find them expensive, slow, or flawed. Key uses include: rephrasing contracts, generating search queries, drafting internal documents, and research assistance. Most lawyers emphasize verifying AI outputs and avoiding AI for court submissions due to accuracy concerns.", "sentiment": "Positive: 70%, Negative: 30%"}, {"title": "Wave of Vertical AI for Legal over?", "published_at": "2025-07-18 10:33:38+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1m2ytq4/wave_of_vertical_ai_for_legal_over/", "mention_companies": ["dioptra", "LexisNexis", "ironclad", "Legora", "Alexi", "Filevine", "GC AI", "&AI", "Iqidis", "clerx.ai", "Clio", "Harvey", "spellbook", "Paxton"], "summary": "The discussion explores whether there is still room to build a vertical AI product in the legal tech space. The post author, a software engineer interested in law, asks this after reading reviews of tools like Harvey. The comments present a detailed landscape analysis, dividing current legal AI into 'waves.' The first wave (e.g., Harvey, Legora) is criticized for being generic, lacking deep legal DNA, and having poor workflow integration despite strong marketing. The second wave (e.g., Iqidis, GC AI) is seen as more promising, with some being lawyer-led and providing better work product. Significant challenges are highlighted: AI's unreliability and hallucinations in legal contexts, lawyers' resistance to change and preference for their own style, the scattered and unstructured nature of legal data, and the difficulty of selling to lawyers. Several niche opportunities are identified, such as workflow automation, contract relationship mapping, client intake, and tools for specific practice areas. The overall sentiment is that there is room, but success depends on solving specific, high-friction problems with deep legal understanding rather than building broad, generic tools.", "sentiment": "Mixed, leaning slightly positive. Approximately 55% of users express a positive or opportunistic view, acknowledging room for new, well-executed niche solutions. Around 45% are negative or skeptical, focusing on the fundamental challenges of AI in law, lawyer resistance, and market saturation with flawed first-wave products."}, {"title": "Scheduled AMA: Legora CEO, Max Junestrand | Friday, Nov 7th @ 2PM EST", "published_at": "2025-11-03 23:44:46+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1ons2ho/scheduled_ama_legora_ceo_max_junestrand_friday/", "mention_companies": ["Otto Schmidt", "CoCounsel", "Legora", "Thomson Reuters HighQ", "juris", "xayn", "beck online", "Harvey", "Microsoft Copilot", "ChatGPT"], "summary": "The post announces an AMA with Max Junestrand, CEO of Legora. The comments consist entirely of questions from the community directed at him. The questions cover a wide range of topics including Legora's competitive advantages over ChatGPT Enterprise and Microsoft Copilot Pro, its differentiation from and views on competitors like Harvey, its business model and ROI for law firms, technical concerns like hallucination mitigation, expansion plans into markets like India and civil law countries, integration challenges with existing systems like CLMs, and broader strategic vision for the legal industry.", "sentiment": "The audience sentiment is inquisitive and analytical. 100% of the comments are questions, with zero explicit expressions of praise or criticism. The tone is skeptical and probing, focusing on competitive threats, business model viability, technical robustness, and long-term strategy. There are no positive or negative user percentages to calculate as the comments are purely interrogative."}, {"title": "Talked to a Harvey.ai employee and consistent usage is a big problem ", "published_at": "2024-11-13 07:22:00+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1gq7h6z/talked_to_a_harveyai_employee_and_consistent/", "mention_companies": ["Spellbook", "Intapp", "inkwise.ai", "DraftPilot", "aide.law", "Ironclad", "Casetext", "Robin AI", "Lexis", "Harvey", "Thomson Reuters"], "summary": "The post discusses the challenge of getting lawyers to adopt Harvey's AI product, citing the need for extensive in-person training and questioning the sustainability of VC-funded growth. Comments reveal widespread skepticism about Harvey's value, with users criticizing its accuracy, cost, and workflow disruption. Several alternative legal AI tools (Spellbook, DraftPilot, inkwise.ai, etc.) are mentioned, with Spellbook reporting high adoption rates due to its seamless integration. Overall, the sentiment is negative toward Harvey and similar \"GPT-wrapper\" tools, but cautiously optimistic about AI solutions that integrate smoothly into existing workflows.", "sentiment": "Negative (Approximately 70% negative, 30% positive/neutral)"}, {"title": "What is the best new AI platform for law firms: Co Counsel, Harvey or plain old Chat GPT?", "published_at": "2026-01-04 03:50:48+00:00", "url": "https://www.reddit.com/r/biglaw/comments/1q3fkd3/what_is_the_best_new_ai_platform_for_law_firms_co/", "mention_companies": ["CoCounsel", "Eve Legal", "Harvey AI", "OpenAI", "Copilot", "Gemini", "Openjuris", "Anthropic", "Westlaw", "AI Lawyer", "Lexis", "Vincent", "ChatGPT"], "summary": "The post asks for a recently released AI platform that helps with legal work, after calling Harvey AI 'absolute toilet water'. Comments compare multiple AI legal tools, highlighting their strengths and weaknesses for different tasks like document screening, research, and drafting. Harvey AI receives mixed but largely negative feedback, with some users finding it useful for bulk document review but poor for drafting and research. Other platforms like CoCounsel, ChatGPT, Westlaw's CoCounsel 2.0, Lexis+ AI, and niche tools like Eve Legal and Openjuris are discussed as alternatives. A significant comment criticizes Harvey AI's CEO for lacking technical depth and suggests Harvey is essentially a repackaged ChatGPT.", "sentiment": "Negative: 60%, Positive: 40%"}, {"title": "What are my best options for online research as a prospective solo now that CaseText is no more?", "published_at": "2024-12-19 18:15:59+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1hhz825/what_are_my_best_options_for_online_research_as_a/", "mention_companies": ["vLex Fastcase", "Fastcase", "CaseText", "Midpage", "Westlaw", "Lexis", "Google Scholar", "Decisis"], "summary": "The post seeks affordable alternatives to expensive legal research services like Lexis+ and Westlaw. Users suggest checking state bar associations for benefits (often Fastcase/vLex Fastcase), using public or law school libraries, adjunct teaching for access, and trying Midpage. Google Scholar is mentioned but dismissed for professional use. CaseText is noted as now expensive after being acquired by West.", "sentiment": "Positive: 50%, Negative: 50%"}, {"title": "Legal software for Non-lawyers", "published_at": "2024-04-15 03:24:10+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1c4c9nb/legal_software_for_nonlawyers/", "mention_companies": ["Microsoft Excel", "Microsoft Word", "Google", "Terminat\u00e8 AI", "Casetext"], "summary": "The user is seeking software to organize legal evidence for a civil case before meeting with attorneys, specifically wanting a dedicated tool to help build and walk through the case. They have looked at legal assistant software but found none suitable for non-lawyers. Comments provide mixed advice: some recommend simple tools like Google Sheets/Drive or advise against over-preparation, while others suggest specific AI tools like Casetext or Terminat\u00e8 AI. A key discussion point is the legal and practical barriers to such tools for non-lawyers.", "sentiment": "Positive: 20%, Negative: 80%"}, {"title": "If you switched to Filevine-", "published_at": "2023-01-26 20:49:42+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/10m23rt/if_you_switched_to_filevine/", "mention_companies": ["Filevine", "Vinetegrate", "Trialworks"], "summary": "Users discuss their experiences migrating to Filevine case management software, often with Vinetegrate implementation services. Implementation timelines range from 6 months to over a year, with many reporting year-long processes. Common complaints include poor training, unintuitive interface, and frustration with self-guided learning. Some users find value after overcoming initial hurdles.", "sentiment": "Negative (73% of commenting users express negative experiences, 9% positive, 18% neutral/asking questions)"}, {"title": "Harvey: An Overhyped Legal AI with No Legal DNA", "published_at": "2025-08-04 23:25:18+00:00", "url": "https://www.reddit.com/r/artificialinteligence/comments/1mht8bo/harvey_an_overhyped_legal_ai_with_no_legal_dna/", "mention_companies": ["Robin", "NotebookLM", "Wilson AI", "AWS", "OpenAI", "Relativity", "GC", "Contextual AI", "Lexis", "Zapier", "Nouswise", "Hubspot", "Gemini", "Westlaw", "CS Disco", "Airtable", "Clio", "Harvey", "CoCounsel", "IBM Watson", "Cursor", "vLex", "Kira", "Claude", "Justee"], "summary": "The post is a detailed critique of Harvey, a legal AI startup, from the perspective of a lawyer with extensive experience. The author argues Harvey is an overpriced, overhyped product that is essentially a thin wrapper around general-purpose LLMs like GPT, lacking genuine legal expertise, a product vision rooted in real legal workflows, and offering minimal time savings. The author criticizes its high cost (~$1k/seat/month), reliance on marketing hype, and disconnect from the actual needs of practicing lawyers. The lengthy comment section reveals a divided but largely critical user base. While a few users report finding some utility in Harvey for specific tasks like document summarization or data extraction, the overwhelming sentiment is negative. Common criticisms echo the post: it's an expensive GPT wrapper, its outputs are unreliable and require extensive verification, it doesn't integrate well into real workflows, and its value proposition is weak compared to cheaper or more specialized alternatives like ChatGPT, Claude, CoCounsel, or Kira. Many commenters express frustration, call it 'garbage' or 'dangerous,' and report their firms are looking for exit strategies. The discussion also branches into broader critiques of legal AI and mentions several competitors.", "sentiment": "Negative (Approximately 85% of evaluative users express negative sentiment, 15% express mixed or positive sentiment)."}, {"title": "Is anyone here using AI in daily use other than searching for answers?", "published_at": "2025-05-23 11:54:50+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1kthn5q/is_anyone_here_using_ai_in_daily_use_other_than/", "mention_companies": ["getserva.ai", "Rain Intelligence", "Eve", "Bolt", "Google Gemini", "Copilot", "Lexis Nexus", "Westlaw", "ChatGPT"], "summary": "The post asks about the real-world utility of AI tools in legal work, questioning whether they are useful or just hype. The comments reveal a diverse range of experiences. Many lawyers use general AI tools like ChatGPT, Copilot, and Google Gemini for drafting emails, generating first drafts of documents, creating search queries, summarizing texts, and automating tasks. Several specialized legal AI tools are also mentioned, including Westlaw's AI research tool, Rain Intelligence for tracking class actions, Bolt and Eve for specialized analysis, and getserva.ai for client intake. The consensus is that AI is useful as a productivity tool for specific, non-critical tasks like drafting, research query building, and administrative automation. However, there is strong, widespread caution against using AI for substantive legal work, legal research, or generating final documents without rigorous human verification, with many citing instances of 'garbage in, garbage out' and disastrous results from over-reliance. The tools are seen as assistants that require a knowledgeable user to guide and check their work, not as replacements for legal expertise.", "sentiment": "Cautiously Positive. Approximately 70% of commenting users express a positive or practical use case for AI as a supportive tool, while 30% are negative, dismissive, or highlight significant risks and failures. The positive sentiment is heavily qualified with warnings about verification, cost, and appropriate use cases."}, {"title": "Whither Casetext!?", "published_at": "2025-04-02 18:17:18+00:00", "url": "https://www.reddit.com/r/lawyertalk/comments/1jpvo7a/whither_casetext/", "mention_companies": ["CoCounsel", "LexisNexis", "Midpage", "Westlaw", "Casetext", "Google Scholar", "Thomson Reuters"], "summary": "The post laments the loss of Casetext, a clean and user-friendly legal research tool, after its acquisition by Thomson Reuters, which now redirects users to Thomson Reuters platforms. The author expresses frustration and plans to return to free alternatives. Comments reveal widespread user disappointment, with many mourning Casetext's simplicity and criticizing Thomson Reuters/Westlaw for high costs, poor communication, and anti-competitive behavior. Several users mention exploring or initiating class action lawsuits, while others seek alternatives like Midpage.", "sentiment": "Negative: 100% (All commenting users express disappointment, frustration, or criticism regarding the acquisition, loss of service, high costs, or lack of alternatives. No positive sentiment toward the current situation is present in the comments.)"}, {"title": "What's the best legal search engine?", "published_at": "2023-01-21 20:35:26+00:00", "url": "https://www.reddit.com/r/lawyertalk/comments/10i0y2r/whats_the_best_legal_search_engine/", "mention_companies": ["Lawinsider", "Fastcase", "Casemine", "Google", "CaseText", "Bloomberg", "Westlaw", "LexisNexis"], "summary": "The post asks for opinions on the best case law search engine, specifically mentioning case.law and LexisNexis. The comments overwhelmingly discuss professional legal research platforms, primarily comparing LexisNexis (often called Lexis) and Westlaw as the industry standards used by most lawyers. These are described as comprehensive, expensive libraries with AI enhancements, cross-referencing, and tools like Shepardizing. Several alternatives are mentioned: Bloomberg as a third-tier option, CaseText (recently acquired by Lexis) as a cheaper but less comprehensive subscription service, Fastcase as a free option for some bar members, and Google Scholar for basic free searches. The discussion highlights that effective use requires legal training and Boolean search skills.", "sentiment": "Positive: 70%, Negative: 30%"}, {"title": "One law firms experience using FileVine.", "published_at": "2025-05-30 03:56:59+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1kyusuo/one_law_firms_experience_using_filevine/", "mention_companies": ["Vinetegrate", "Lead Docket", "Filevine", "Fuel Digital", "QuickBooks", "Needles"], "summary": "The post details a law firm's negative experience implementing the Filevine CRM platform, facilitated by vendor Vinetegrate. The author, a legal tech consultant, describes a costly, complex process with numerous add-on fees (AI Fields, DocsPlus, Lead Docket, QuickBooks integration) and upfront migration charges that failed to deliver a live, usable system. The firm paid for licenses and features that went unused, trapped in a perpetual 'sandbox' development environment with poor vendor communication and project management. Comments from other legal professionals corroborate these issues with Filevine, citing lengthy, burdensome setups, high costs for unused integrations, lack of support, and a feeling of being locked in due to sunk costs. One comment mentions a helpful contractor, Fuel Digital, but overall sentiment is highly critical of Filevine's practices and value.", "sentiment": "Negative - 100% of commenting users (based on 5 evaluative comments) report negative experiences or agree with the post's criticism. No positive evaluations of the companies or products are present."}, {"title": "LexisNexis vs. CaseText", "published_at": "2020-05-08 18:23:41+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/gfyj3h/lexisnexis_vs_casetext/", "mention_companies": ["Lexis", "Westlaw", "Casetext"], "summary": "The post asks for opinions on whether to choose a Lexis promotion or Casetext for legal research needs, focusing on state probate law and 6th Circuit materials. Comments compare Lexis, Westlaw, and Casetext, with most users favoring Lexis for its comprehensive resources, annotated statutes, and Shepard's citator, though some note Casetext is more economical and warn about Lexis's potential price increases after promotional periods.", "sentiment": "Positive: 62.5%, Negative: 37.5%"}, {"title": "Zach's article: Has Harvey already won? What do you guys think", "published_at": "2025-06-11 09:58:57+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1l8ooym/zachs_article_has_harvey_already_won_what_do_you/", "mention_companies": ["Robin", "Spellbook", "NewCode.ai", "CoCounsel", "Legora", "Trialkit", "GC AI", "Iqidis", "Westlaw", "Steno", "Leya", "Lexis", "Darrow", "Harvey", "Thomson Reuters"], "summary": "The post and comments debate whether Harvey AI has 'won' the legal AI space. While Harvey is acknowledged for exceptional marketing, rapid growth, and securing major law firm clients, the consensus is that it has not won. Criticisms focus on its high cost, perceived lack of significant product advantage over general LLMs like ChatGPT, and a valuation that pressures its focus. Many commenters see it as a first-mover paving the way for future competitors, with no single product currently dominating. The discussion highlights a broader skepticism towards specialized legal AI tools, with many users and firms preferring or considering cheaper, more flexible foundational models.", "sentiment": "Negative (Approximately 70% of commenting users express skepticism or negative views towards Harvey and similar specialized legal AI products, while 30% acknowledge their marketing success or see them as necessary steps in market development.)"}, {"title": "Contract Review Tools", "published_at": "2025-01-18 16:00:53+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1i4al6n/contract_review_tools/", "mention_companies": ["Screen.ai", "Spellbook", "Casus", "Spotdraft", "Definely", "DraftPilot", "ContractPodAi", "Blackboiler", "Gavel Exec", "LexCheck", "Dioptra"], "summary": "The user is seeking software that can redline new contracts by learning from a set of previously redlined example contracts. Multiple companies are recommended by commenters, with Dioptra receiving specific praise for its accuracy and human-like redlining. Other mentioned tools include Gavel Exec, Spellbook, Screen.ai, ContractPodAi's Leah product, DraftPilot, Spotdraft, Casus, Definely, LexCheck, and Blackboiler. Some comments caution that such tools may only work on basic contracts and not understand strategic positions.", "sentiment": "Positive: 85%, Negative: 15%"}, {"title": "Harvey inflated revenue? What's going on?", "published_at": "2025-07-02 19:24:26+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1lq4uxv/harvey_inflated_revenue_whats_going_on/", "mention_companies": ["IQIDIS", "iManage", "Wilson AI", "Harvey AI", "Legora", "RobinAI", "GC AI", "Crosby AI", "OpenAI", "LexisNexis"], "summary": "The post questions the sustainability of Harvey AI's reported revenue, suggesting its announcements may be more PR than genuine customer momentum. Comments reveal widespread skepticism about actual user adoption, with many reporting low usage, high churn risk, and contracts that may be pilots or low-commitment licenses. Some users defend Harvey's growth and value proposition, while others criticize its product depth and pricing. Competitors like IQIDIS and GC AI are noted as alternatives.", "sentiment": "Negative (approximately 80% of commenting users express skepticism or negative views, 20% are positive or defensive)"}, {"title": "Harvey AI Says It\u2019s for All Lawyers \u2014 But Prices Like It\u2019s Only for Biglaw", "published_at": "2025-08-04 19:36:36+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1mhndz0/harvey_ai_says_its_for_all_lawyers_but_prices/", "mention_companies": ["NotebookLM", "LizzyAI", "Gavel Exec", "Lextract.ai", "Google Workspace", "Paxton AI", "Nouswise", "Spellbook", "Harvey AI", "Definely", "BEAMON AI by BRYTER", "Gemini", "SmartEsq", "CoCounsel", "Vlex/Vincent AI", "Knool.ai", "Claude", "Jylo.ai", "LexisNexis", "ChatGPT"], "summary": "The post criticizes Harvey AI for its high cost, inflexible pricing, and lack of accessibility for small firms, contradicting its 'democratizing' messaging. Comments reveal widespread user disappointment: Harvey's performance is unreliable for substantive legal analysis, its customer service is perceived as cold and exclusive to large firms, and many users are seeking alternatives. Numerous competing products are suggested, often highlighting lower cost, better pricing models, or superior features for small firms. The overall sentiment is negative, driven by high cost, poor performance, and perceived elitism.", "sentiment": "Negative: 85%, Positive: 15%"}, {"title": "Looking into AI capabilities for firm I work at ", "published_at": "2025-01-16 22:01:29+00:00", "url": "https://www.reddit.com/r/ediscovery/comments/1i30m8j/looking_into_ai_capabilities_for_firm_i_work_at/", "mention_companies": ["CaseGuild", "Eve", "Relativity", "Disco", "Everlaw", "UnitedLex", "FieldTrainer", "Cecilia", "Lexbe", "Reveal", "Fileread", "Harvey"], "summary": "The post seeks user experiences with AI tools for legal document review, specifically mentioning Cecilia. Comments discuss numerous eDiscovery and legal AI companies, focusing heavily on pricing models (especially per-document fees like Relativity aiR's $0.20-$0.95), product maturity, and implementation challenges. Key themes include: high and confusing pricing structures, tools being in perpetual beta, concerns about data hosting and hallucinations, and comparisons between vendors. Cecilia, Relativity aiR, eDiscoveryAI, and Everlaw receive the most discussion.", "sentiment": "Overall audience sentiment is mixed but leans negative. Approximately 60% of commenting users express negative or critical views (focusing on high costs, lack of flexibility, unfinished products, and vendor skepticism), 30% are neutral/informational, and 10% are positive (highlighting specific useful features or defending tools). The primary criticisms are directed at pricing strategies and the perceived 'Wild West' state of the market."}, {"title": "DeepJudge", "published_at": "2025-05-29 19:35:03+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1kyjyhp/deepjudge/", "mention_companies": ["DeepJudge AI"], "summary": "The post asks about DeepJudge AI's pricing, which is not publicly available. Comments reveal the company offers enterprise search with Gen AI capabilities for legal documents and communications, likely targeting large law firms rather than small firms due to probable high pricing.", "sentiment": "Neutral (Positive: 0%, Negative: 0%)"}, {"title": "Filevine experience?", "published_at": "2023-02-11 16:00:50+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/10zqtfa/filevine_experience/", "mention_companies": ["TrialWorks", "Vinetegrate", "Lead Docket", "Case Pacer", "Filevine", "NEOs", "Smokeball", "VineSign", "Abacus", "Clio", "RingCentral", "MyCase", "Smart Advocate", "CasePeer", "Panther", "Vineskills", "Power Apps", "DocuSign", "Needles"], "summary": "The post asks for experiences transitioning to or learning Filevine, including its strengths, weaknesses, and pet peeves. The comments reveal a highly polarized user base. Many praise Filevine's customizability, task management, communication integrations (texting, email), and reporting features, calling it a \"game changer\" for PI practices. However, a significant number of users report severe problems: extremely long and costly onboarding, terrible customer support that disappears after the sale, buggy software, broken promises on data migration, aggressive contract renewals with hidden multi-year clauses, and high prices for limited functionality. Several users have broken contracts and warn others to stay away, suggesting alternatives like Clio, CasePeer, or building custom solutions.", "sentiment": "Negative (Approximately 65% negative, 35% positive). The sentiment is sharply divided but leans heavily negative. Positive comments highlight the software's potential when properly customized and supported by tech-savvy staff. The overwhelming volume and intensity of negative feedback, however, focus on predatory business practices, abysmal support, and a failure to deliver on core promises, which tips the overall balance to negative."}, {"title": "AI in your practice", "published_at": "2023-05-13 06:38:05+00:00", "url": "https://www.reddit.com/r/lawyertalk/comments/13g9npe/ai_in_your_practice/", "mention_companies": ["Filevine", "AI Lawyer", "Gretchen", "Microsoft Azure", "Chat GPT", "Google Drive", "Slack", "CoCounsel (Casetext)", "Lexis", "Zapier", "Dropbox", "Spellbook", "Outlook", "Litify", "Westlaw", "CallRail", "Clio", "Gmail", "Workato", "Grammarly", "Open AI", "Teams", "inkwise.ai", "GitHub Co-Pilot", "Microsoft Co-Pilot", "casemark.ai", "VerifAI"], "summary": "The post author, a lawyer, reports successfully using ChatGPT 4.0 ($20/month) to draft legal documents (e.g., notice letters, purchase agreements, corporate resolutions), achieving about 80% of a usable draft with simple prompts filled with client facts. They argue that while junior associates and transactional attorneys focused on routine work may be at risk, lawyers who effectively adopt AI will become more efficient and successful. The comments reveal a heated debate. Many lawyers express strong ethical concerns about inputting confidential client information into platforms like ChatGPT, citing potential breaches of attorney-client privilege and state bar rules. Several suggest using redacted data or specialized, legally-oriented AI tools (like CoCounsel from Casetext, which is built on GPT-4 but designed for law firms with better confidentiality and legal database integration) as safer alternatives. Others are skeptical of AI's ability to handle complex legal reasoning, strategy, or tasks requiring human judgment and creativity (like depositions). Proponents highlight AI's utility for speeding up research, drafting boilerplate, summarizing documents, and learning new topics, viewing it as a powerful efficiency tool similar to past innovations like Westlaw. The discussion also touches on various other AI tools (e.g., Grammarly, CallRail, inkwise.ai) and the potential for AI to increase law firm capacity and profitability rather than simply replace jobs.", "sentiment": "Mixed, leaning cautious. Approximately 40% of commenters express positive or optimistic views about AI's potential to enhance efficiency, aid in drafting and research, and serve as a valuable tool for forward-thinking lawyers. Approximately 60% express negative or cautious views, primarily focused on ethical/confidentiality risks, skepticism about AI's capability for complex legal work, and concerns about over-reliance or improper use. The sentiment is heavily weighted by the significant number of comments raising ethical alarms."}, {"title": "Is Hebbia any good?", "published_at": "2024-07-12 02:36:19+00:00", "url": "https://www.reddit.com/r/private_equity/comments/1e16mn4/is_hebbia_any_good/", "mention_companies": ["filot.ai", "Komo AI", "Hebbia", "Claude", "GPT-4o", "ChatGPT"], "summary": "The post asks for experiences with Hebbia, an AI tool for querying documents and data. Users report mixed results: some find it useful for specific finance tasks like analyzing CIMs and investment memos, while many criticize its reliability, accuracy, and high cost. Common complaints include poor integration with Excel and Drive, incorrect data output (e.g., wrong comps numbers), and performance worse than ChatGPT or GPT-4o. Alternatives mentioned include filot.ai (praised for modeling), Komo AI (cheaper/more flexible), and general LLMs like ChatGPT and Claude.", "sentiment": "Negative (75% negative, 25% positive)"}, {"title": "Another Punch in the Gut From Westlaw/CoCounsel", "published_at": "2025-08-27 22:57:35+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1n1vx7k/another_punch_in_the_gut_from_westlawcocounsel/", "mention_companies": ["LexisAI", "Descrybe.AI", "iPro", "CoCounsel", "GPT", "TrialDirector", "Grok", "Midpage", "Westlaw", "ChatGPT", "Casetext", "Lexis", "LexisNexis", "TM", "Paxton"], "summary": "The post author, a user of CoCounsel (now owned by Westlaw), expresses intense frustration after a market research session revealed new features would require a paid upgrade. They feel betrayed after years of using a subpar product and providing feedback, only to face price increases that may price out small firms. They rely on Westlaw for access to unpublished cases but are considering switching to Westlaw Classic for that access only and using cheaper AI tools like Paxton for other needs. Comments reveal a broader dissatisfaction among legal professionals with Westlaw/Thomson Reuters (TR) and LexisNexis over pricing, upsells, and data privacy concerns. Several alternative, more affordable AI legal research tools are suggested (Descrybe.AI, Midpage, GPT). A Westlaw representative comments on a new, lower-priced business model.", "sentiment": "Negative: 85%, Positive: 15%"}, {"title": "Anyone have experience with EvenUp?", "published_at": "2025-12-20 19:04:02+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1prlz1w/anyone_have_experience_with_evenup/", "mention_companies": ["Spellbook", "CoCounsel", "Harvey AI", "Eve", "Supio", "EvenUp", "AI Lawyer", "LexisNexis", "anytime ai"], "summary": "The post asks for user experiences with EvenUp, an AI-powered platform for personal injury (PI) law. Comments reveal a highly polarized sentiment: some users praise its automation and scalability for large firms, while many criticize its internal operations, citing low pay, high turnover, poor working conditions, and questionable AI implementation. Several alternative platforms are recommended.", "sentiment": "Negative (Approximately 70% negative, 30% positive based on comment sentiment and user engagement with critical points)"}, {"title": "Case management software prices? e.g., Filevine?", "published_at": "2020-10-10 03:13:36+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/j8d6i4/case_management_software_prices_eg_filevine/", "mention_companies": ["quickbooks", "Daylite", "SmokeBall", "Ring central", "Zoom", "Outlook", "Mycase", "Hubspot", "Filevine", "InfroTrack", "Word", "OneDrive", "Case Master Online", "Clio", "AppleScript", "Hazel", "Zapier"], "summary": "The post requests user experiences with monthly per-user pricing for case management software to help filter sales pitches. Users share pricing details and opinions on various platforms. Key pricing points: Clio ($59/user/month for Boutique plan), Filevine ($87/user/month), Mycase ($59/user), Daylite ($99/user/year), SmokeBall ($149/user or $109/user for 10+ users), and Case Master Online ($50/user/month). Users discuss features, integrations, and support experiences, with notable praise for Filevine's deadline tracking and SmokeBall's automated forms, but criticism of SmokeBall's bugs and support, and Filevine's customization complexity.", "sentiment": "Positive: 50%, Negative: 50%"}, {"title": "CasePeer or Filevine?", "published_at": "2025-10-06 17:09:54+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1nzozy4/casepeer_or_filevine/", "mention_companies": ["Smart Advocate", "CasePeer", "Eve AI", "Filevine", "Parrot", "Clio"], "summary": "A user starting a new PI practice with 45 files seeks AI-driven practice management software recommendations. The discussion centers on Filevine (most discussed), CasePeer, and Smart Advocate, with mentions of Clio and Eve AI. Filevine is praised for customizability and AI integration (via Parrot acquisition) but criticized for customer service, pricing/renewal practices, and complexity. CasePeer is noted for ease of use and setup. Smart Advocate is suggested as an alternative. Comments also debate the ethics and disclosure of AI use in legal practice.", "sentiment": "Mixed. Approximately 50% positive (praising Filevine's features/customizability or recommending CasePeer/others), 30% negative (criticizing Filevine's service/practices or cautioning against AI), and 20% neutral/off-topic (discussing AI ethics without evaluating specific companies)."}, {"title": "How much do you pay for FileVine?", "published_at": "2021-11-19 00:02:58+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/qx39wj/how_much_do_you_pay_for_filevine/", "mention_companies": ["FileVine"], "summary": "A user asks about the per-user price for FileVine's core service, excluding add-ons like Doc Plus. Two commenters provide pricing information: one firm pays $50/user/month with a volume discount, and another pays about $80 per license, with additional costs for add-ons like Docs+ ($10/user/month), time keeping and billing ($10/user/month), and lead docket ($60/user/month).", "sentiment": "100% positive (2 positive, 0 negative)"}, {"title": "Best Legal Research Solutions?", "published_at": "2024-11-22 20:06:55+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1gxh0ik/best_legal_research_solutions/", "mention_companies": ["Fastcase", "CaseText", "Midpage", "Bloomberg Law", "Westlaw", "Lexis", "Vlex"], "summary": "The post author is considering switching from Lexis to Westlaw but is frustrated with Westlaw's complex pricing tiers and long-term contracts. They previously used CaseText Co-Counsel at $400/month and are seeking advice from others in business transactions and IP practice. Commenters suggest alternatives: Vlex (which acquired Fastcase) for its integrated genAI, Bloomberg Law for business transactions (though Westlaw may still be needed for IP), and Midpage for a lower-cost month-to-month option similar to CaseText. One commenter shared switching from Westlaw to Lexis and emphasized the importance of Shepherds/West equivalents, while noting cost and needed resources as deciding factors.", "sentiment": "Positive: 0%, Negative: 100%"}, {"title": "Clio Software", "published_at": "2024-06-25 17:22:10+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1dobgp6/clio_software/", "mention_companies": ["iManage", "Practice Panther", "MS Cloud/Sharepoint", "Lawpay", "bilabl", "Filevine", "Clio", "Fastersuite", "Fivver", "abacus", "Dropbox"], "summary": "The post asks if Clio is appropriate for a ~50 attorney firm. Comments provide mixed feedback: some praise Clio's task lists, document management, and integrations, while many criticize its reporting capabilities, setup complexity, customer support, and suitability for larger firms. Alternatives like Filevine, Practice Panther, and bilabl are suggested. Several users share negative experiences with misleading sales, poor support, and feature limitations.", "sentiment": "Negative (62.5% negative, 25% positive, 12.5% neutral)"}, {"title": "AI Contract Review", "published_at": "2024-12-28 13:42:26+00:00", "url": "https://www.reddit.com/r/lawyertalk/comments/1ho5wbx/ai_contract_review/", "mention_companies": ["LegalOn", "ailawyer.pro", "dioptra.ai", "LegalSifter", "okkayd.com", "Sahel Ai", "ChatGPT"], "summary": "A legal professional in an energy company seeks AI tools to streamline contract review by leveraging their company's historical data and knowledge. They've tried ChatGPT but found it insufficient. Commenters recommend several specialized AI tools (LegalOn, LegalSifter, dioptra.ai, Sahel Ai, ailawyer.pro, okkayd.com) that offer tailored solutions, audit trails, and data security. The consensus is that AI is useful for initial reviews and triage but requires human oversight and careful data handling.", "sentiment": "Positive: 75%, Negative: 25%"}, {"title": "Anyone using Spellbook ai contract drafting plug-in for Word ? What are your thoughts on its performance and reliability? Is it worth subscribing?", "published_at": "2023-01-15 14:53:34+00:00", "url": "https://www.reddit.com/r/legaltech/comments/10clpve/anyone_using_spellbook_ai_contract_drafting/", "mention_companies": ["Spellbook", "Ask AI", "Gavel", "VerifAI"], "summary": "The post and comments discuss legal AI tools, primarily Spellbook and Gavel. Users share mixed experiences: some praise Gavel's AI assistant for reliable suggestions and Spellbook for speeding up contract review and drafting, saving costs. However, significant criticism targets Spellbook for hallucinations (fabricating legal citations), misleading free trial marketing, difficult onboarding, and poor communication. The Spellbook co-founders actively respond to feedback, acknowledging issues and highlighting improvements. Overall, sentiment is divided: positive users appreciate time-saving features, while negative users cite unreliability and poor user experience.", "sentiment": "Mixed. Approximately 45% positive (users praising time savings, specific features, and improvements), 55% negative (users citing hallucinations, misleading marketing, onboarding issues, and lack of communication)."}, {"title": "Has anyone used Harvey or Legora at their firms? If so, are they worth the price and actually help you cut down on time?", "published_at": "2025-09-09 04:20:38+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1nc9exp/has_anyone_used_harvey_or_legora_at_their_firms/", "mention_companies": ["NotebookLM", "Anytime AI", "Supio", "Miai Law", "Bizora", "Gavel Exec", "Beck-Noxtua", "TaxGPT", "GoogleAI", "Iqidis", "EvenUp", "BlueJ", "Copilot", "Gemini", "LegalMente", "Clio", "Harvey", "CoCounsel", "Eve", "Legora", "Claude", "LexisNexis", "ChatGPT"], "summary": "The post and comments discuss various AI legal tools, with Harvey being the most frequently mentioned. The overall sentiment is mixed but leans negative toward Harvey, with many users criticizing it as an overpriced ChatGPT wrapper with limited value, high cost ($1,200/seat/year with 100-seat minimum), and underwhelming integrations. Some users report positive experiences with Harvey for specific tasks like legal analysis and document review, and note it can save significant time. Other tools like Claude, ChatGPT, Gemini, and specialized options like Bizora and LegalMente receive more favorable mentions for being cost-effective and useful. The discussion includes concerns about AI wrappers being rendered obsolete by advancing frontier models.", "sentiment": "Negative (approximately 70% negative, 30% positive/neutral)"}, {"title": "Luminance vs Spellbook? Or other contract review software?", "published_at": "2024-12-17 11:32:51+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1hg8p15/luminance_vs_spellbook_or_other_contract_review/", "mention_companies": ["Chamelio.ai", "LegalOn", "Harvey", "Spellbook", "Luminance", "Dioptra.ai", "PIncites", "Gemini", "Ivo", "Gavel Exec", "Claude", "Ironclad", "Leya", "OpenAI", "DocJuris", "Thomson Reuters"], "summary": "The post asks for user experiences with contract review AI tools to inform the development of a new product. Users share detailed comparisons of various platforms, highlighting strengths and weaknesses. Key themes include: the importance of accurate redlining and contextual understanding, the burden of creating playbooks, concerns about demo reliability and vendor transparency, and the critical need for human review despite AI assistance. Several users express skepticism about the current state of the technology, while others find specific tools valuable for reducing repetitive tasks and standardizing work.", "sentiment": "Overall audience sentiment is mixed but leans slightly negative. Approximately 45% of evaluative comments express positive experiences with specific tools (e.g., praising LegalOn, Gavel Exec, IVO, Spellbook). Approximately 55% express negative or highly critical views, citing poor performance, high costs, unreliable demos, or a general belief that the technology is not yet adequate. There is also notable skepticism about vendor authenticity in the discussion."}, {"title": "Alternative to even up?", "published_at": "2024-03-07 11:46:49+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1b8sp0v/alternative_to_even_up/", "mention_companies": ["Superinsight.ai", "Evenup", "Eve Legal", "AllSparkLegal", "CasebuilderAI", "Precedent", "Tavrn.ai", "UpWork", "The Firm Exp"], "summary": "The post discusses dissatisfaction with the quality and cost of current PI demand services, specifically criticizing Evenup for being expensive and producing \"fluffy\" content. Users are seeking alternatives. Comments reveal that Evenup is perceived as using overseas human labor rather than true AI, is overpriced, and produces low-quality, generic work. Several alternative services are recommended, including Precedent, The Firm Exp, CasebuilderAI, Tavrn.ai, and Superinsight.ai, with claims of being cheaper, faster, or higher quality. Some comments promote specific services like Painworth and AllSparkLegal. Overall sentiment toward Evenup is highly negative, with some skepticism about AI-driven legal products in general.", "sentiment": "Negative: 85%, Positive: 15%"}, {"title": "Filevine Troubles", "published_at": "2023-07-14 15:13:03+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/14zj1pk/filevine_troubles/", "mention_companies": ["Vinetegrate", "Lead Docket", "Filevine", "Abacus", "Vineskills", "Total Office", "Clio"], "summary": "A small personal injury firm is struggling with the initial setup and adoption of Filevine after switching from Total Office. They hired Vinetegrate for implementation but were dissatisfied with the results. The post asks for best practices, tab usage, and whether to use consultants or self-coding. Commenters emphasize Filevine's steep learning curve and the critical importance of proper setup, sharing their own lengthy implementation timelines (6-18 months). Multiple commenters strongly warn against Vinetegrate, citing broken promises and poor delivery that created long-term problems. Vineskills is recommended as an alternative for training and optimization. An independent Filevine admin offers detailed setup advice and warns against Filevine's own aggressive marketing of integrations.", "sentiment": "Negative (75% negative, 25% neutral/positive). The majority of commenters express frustration with Filevine's complexity and poor experiences with Vinetegrate. Positive remarks are limited to Filevine's potential when properly configured and recommendations for alternative help (Vineskills)."}, {"title": "An observation on why legal AI adoption still feels stalled", "published_at": "2025-12-21 21:10:03+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1psh60j/an_observation_on_why_legal_ai_adoption_still/", "mention_companies": ["NotebookLM", "Spellbook", "CoCounsel", "Legora", "evenup.com", "Claude 3.5", "Perplexity", "theclaireai.com", "vLex", "Gemini", "Westlaw", "Smith AI", "AI Lawyer", "Lexis", "GPT 5.2", "Clio", "Microsoft Copilot", "ChatGPT"], "summary": "The post discusses the slower-than-expected adoption of legal AI, attributing it not just to technical accuracy or lawyer conservatism, but to a structural issue of accountability: when AI outputs read like decisions, it blurs the line of who is responsible if something goes wrong. The comments reveal a spectrum of lawyer experiences: many express that current AI tools are unreliable for core legal tasks like research and drafting due to hallucinations and lack of citation precision, and they highlight ethical concerns about client data. However, some see value in AI for automating administrative workflows, document processing, and as a supplemental tool for paralegals or first drafts, provided the human remains in the loop and accountable. Specific companies are cited as examples of both failing and promising applications.", "sentiment": "Overall audience sentiment is mixed but leans negative. Approximately 60% of commenting users express skepticism or negative experiences, citing AI's unreliability, hallucination problems, lack of precise citations, and ethical/data security issues as major barriers to adoption for core legal work. Around 40% express a positive or optimistic view, seeing AI as a valuable tool for workflow automation, administrative tasks, and as an assistive technology when used correctly, with specific companies mentioned as making progress."}, {"title": "Harvey experiences?", "published_at": "2025-07-12 11:57:07+00:00", "url": "https://www.reddit.com/r/biglaw/comments/1lxyog6/harvey_experiences/", "mention_companies": ["Harvey"], "summary": "The post asks lawyers about their experience with Harvey, an AI tool for legal work. Comments reveal mixed experiences: some find it useful for drafting, summarizing cases, creating timelines from documents, and analyzing contracts, but note it requires careful review for inaccuracies and has formatting issues. Others criticize it for being worse than free ChatGPT, making frequent mistakes, being unable to handle PDFs or spreadsheets well, and having limited optimal use cases. Several note client confidentiality restrictions on its use.", "sentiment": "Negative (62.5% negative, 37.5% positive)"}, {"title": "Case text co-counsel experience", "published_at": "2023-09-22 15:00:21+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/16pckm4/case_text_cocounsel_experience/", "mention_companies": ["CoCounsel"], "summary": "The post asks about experiences integrating CoCounsel into workflows. Comments include complaints about free trial registration issues and high cost, one positive experience with the free trial, and a developer promoting a competing AI tool for legal research.", "sentiment": "25% positive, 75% negative"}, {"title": "I'm Max Junestrand, CEO of Legora. Ask Me Anything!", "published_at": "2025-11-07 19:05:43+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1or36hi/im_max_junestrand_ceo_of_legora_ask_me_anything/", "mention_companies": ["iManage", "Google", "HighQ", "Gavel Exec", "Anthropic", "OpenAI", "Thomson Reuters", "Lexis", "CLIO", "Gemini", "Gavel", "Microsoft", "Westlaw", "Sharepoint", "Harvey", "Legora", "Netdocs", "vLex", "ChatGPT"], "summary": "The post is an AMA announcement from Max, CEO and co-founder of Legora, a legal AI tool. He shares company milestones (200+ team, 400+ clients, $265M raised, unicorn status) and invites questions. The comments contain a wide range of inquiries and discussions. Key topics include: product differentiation from general AI tools (ChatGPT, Copilot) and legal-specific competitors (Harvey, HighQ, Gavel); concerns about data security, AI hallucinations, and client lock-in; questions about business model, valuation, and long-term vision (including potential competition with law firms); technical specifics of features like Word Add-in and document handling; and expansion plans into different markets. Several users share positive experiences with Legora's implementation, while others express skepticism about the core value proposition of legal AI tools, particularly around summarization features.", "sentiment": "Overall audience sentiment is mixed, leaning slightly positive. Approximately 55% of engaged users show a positive or constructive interest (asking detailed product questions, sharing positive implementation stories, congratulating the CEO). Around 45% express skepticism or negativity (questioning the product's core value, business model, differentiation, or expressing cynicism about the AMA format and CEO's responses). The sentiment breakdown is based on the tone and content of the questions and discussions, not on a simple count of all comments, as many are neutral or administrative."}, {"title": "How do firms decide which legal AI tools to adopt?", "published_at": "2025-08-06 19:05:32+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1mjdk5v/how_do_firms_decide_which_legal_ai_tools_to_adopt/", "mention_companies": ["NotebookLM", "LaTex", "Palantir", "Chat GPT", "GPT", "Slack", "Lexis", "Pulse", "Asana", "Gemini", "Gavel", "Westlaw", "Billables AI", "Notion", "Clio", "Harvey", "getserva.ai", "Legora", "Jira", "Claude"], "summary": "The post discusses how mid-sized and small law firms decide to adopt or reject AI tools. Key factors include security, workflow integration, ease of daily use, and clear value demonstration. Common reasons for rejection are poor integration, complexity, and data privacy concerns. Successful adoption often involves structured trials, robust acceptable use policies, training, and tools that show immediate time savings. General sentiment advises caution with consumer AI tools in favor of enterprise solutions with clear data handling policies.", "sentiment": "Positive: 40%, Negative: 60%"}, {"title": "Legal Research", "published_at": "2025-06-19 12:37:53+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1lf9r51/legal_research/", "mention_companies": ["casetext", "Fastcase", "LexisNexis", "Vincent AI", "vLex", "Westlaw", "Lexis", "Thomson Reuters"], "summary": "The post asks for current legal research system recommendations as the user's Lexis and Westlaw subscriptions near expiration. The user highlights Lexis's secondary sources and AI tool (Lexis Protege) but also appreciates Westlaw's Cocounsel features and research style. Comments reveal a divided user base: some prefer Westlaw for its Practical Law, chat feature, and primary law coverage, while others favor Lexis for its AI, lower cost, and Word integration. Several users mention negotiation tactics for better pricing, alternatives like Vincent AI (vLex/Fastcase), and criticisms of both companies' business practices.", "sentiment": "Positive: 45%, Negative: 55%"}, {"title": "What's the latest take on Harvey?", "published_at": "2025-11-18 01:14:06+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1ozygi8/whats_the_latest_take_on_harvey/", "mention_companies": ["NotebookLM", "Google", "Desktop Metal", "UBS", "Anthropic", "Sylla AI", "AI Lawyer", "OpenAI", "Syllo.ai", "Otter", "Lexis+ AI", "Clifford Chance", "Quinn Emanuel", "Nano Dimension", "LawDepot AI", "Iqidis", "Microsoft Copilot", "Gemini", "Freshfields", "Westlaw", "Harvey", "CoCounsel", "Legora", "Nvidia", "Claude", "ChatGPT"], "summary": "The post and comments discuss Harvey, a legal AI tool, and its competitors. Opinions are sharply divided. Harvey is criticized for being overpriced (10-20x mark-up vs. direct model access), having aggressive sales tactics, and lacking a true competitive moat, as its functionality can be replicated with foundation models like Claude or Gemini. Positive feedback highlights its enterprise polish, integrations (Microsoft, Lexis), and usefulness for specific in-house workflows like corporate governance and M&A due diligence. Competitors like Legora, Iqidis, and direct model access are frequently cited as cheaper and sometimes better alternatives. The discussion extends to the broader legal AI market, questioning its value and sustainability.", "sentiment": "Negative (Approximately 70% of commenting users express a negative or critical view, 20% express a positive or supportive view, and 10% are neutral or ask clarifying questions.)"}, {"title": "Any experience with Harvey?", "published_at": "2024-04-04 17:56:21+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1bvtuic/any_experience_with_harvey/", "mention_companies": ["Robin", "LexisAI", "Harvey", "Spellbook", "CoCounsel", "Luminance", "Epiq AI", "Genie AI", "Casetext", "Pre/Dicta", "NEXLAW"], "summary": "The post questions the practical differentiation and adoption challenges of AI legaltech, specifically Harvey, citing issues with accuracy, hallucinations, cost, privacy, and explainability that require lawyer oversight. Comments reveal a competitive landscape with users comparing Harvey to alternatives like CoCounsel, Luminance, Spellbook, LexisAI, and Genie AI. Experiences vary: some find Harvey superior in citations and summarization, while others criticize its bespoke business model, perceived reliance on GPT-4, and data privacy concerns. Genie AI positions itself as a free alternative with comparable clause suggestions. Overall, the discussion highlights skepticism about rapid AI integration in law due to fundamental limitations, despite some positive user feedback on specific tools.", "sentiment": "Mixed. Approximately 40% of commenting users express positive or neutral-positive views (e.g., finding Harvey useful, praising specific features of various tools). Approximately 60% express negative or skeptical views (e.g., criticizing business models, privacy, accuracy, adoption challenges, or marketing claims)."}, {"title": "We're Winston Weinberg + Gabe Pereyra, the co-founders of Harvey, AMA!", "published_at": "2025-12-10 18:55:59+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1pjb3z6/were_winston_weinberg_gabe_pereyra_the_cofounders/", "mention_companies": ["Eleven Labs", "iManage", "Google", "Gavel Exec", "OpenAI", "Netdocuments", "Leah", "Lexis", "Aptus", "Spellbook", "Deutsche Telekom", "PwC", "Hebbia", "Copilot", "Gemini", "Microsoft", "Westlaw", "Praxim.ai", "Harvey", "A&O", "Legora", "Claude", "Legion.law", "ChatGPT"], "summary": "This is an AMA (Ask Me Anything) session with Winston Weinberg and Gabe Pereyra, co-founders of Harvey, a legal AI company. The post introduces them, and the comments consist of questions from the community and their responses. The discussion covers Harvey's product capabilities, differentiation from competitors like Claude and general AI models, partnerships (e.g., with Lexis), pricing, valuation justification, technical architecture, use cases, ethical considerations, and future roadmap. Several comments express skepticism about Harvey's value proposition compared to general models, its high valuation, and the sanitized nature of the AMA.", "sentiment": "The audience sentiment is mixed. Approximately 40% of engaged users express positive or constructive interest (asking detailed product questions, sharing positive use cases, seeking partnerships/careers). Approximately 60% express negative or critical views, including skepticism about Harvey's differentiation from general AI models (Claude, GPT), concerns over high pricing and valuation, accusations of a sanitized AMA with planted questions, and criticism of perceived non-answers or marketing spin. A significant portion of the critical discussion revolves around comparisons to Claude Opus and questions about Harvey's core technology."}, {"title": "Legaltech & AI Companies in Europe - Robin and Lexroom", "published_at": "2025-09-17 17:24:32+00:00", "url": "https://www.reddit.com/r/legaltecheurope/comments/1njjfk4/legaltech_ai_companies_in_europe_robin_and_lexroom/", "mention_companies": ["Lexroom", "Robin AI"], "summary": "The post introduces Robin AI, a London-based Legaltech AI company specializing in contract management, and Lexroom, an Italian Legaltech AI startup focused on legal research. It details their funding, products, clients, and growth. Comments discuss these companies' strengths and weaknesses, compare them to other tools, and analyze market dynamics between law firms and in-house legal teams. One commenter recommends ailawyer.pro as a lighter alternative, while another questions the market viability given potential competition from Harvey and Legora. A final comment from a Wordsmith AI employee explains the strategic split between serving law firms versus in-house teams.", "sentiment": "Positive: 66.7%, Negative: 33.3%"}, {"title": "AI for lawyers", "published_at": "2025-05-30 14:28:15+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1kz5mqk/ai_for_lawyers/", "mention_companies": ["Premonition", "Spellbook", "Rain Intelligence", "Lex Machina", "CoCounsel", "Harvey AI", "Legly", "Luminance", "ND Max", "goHeather", "blue j legal", "Billables AI", "lawbucus"], "summary": "The post inquires about practical AI applications for lawyers. Comments identify numerous AI tools for contract analysis (Spellbook, Legly, Luminance, goHeather), legal research and drafting (CoCounsel, Harvey AI, ChatGPT), case prediction (Lex Machina, Premonition, blue j legal), and specialized tasks like time tracking (Billables AI) and litigation monitoring (Rain Intelligence). A strong theme is that contract analysis is the most mature and impactful application, saving significant time. Case prediction is viewed as more experimental and less reliable. Several comments express significant skepticism, criticizing specific tools (CoCounsel is called 'terrible' and 'slow'; Harvey is 'stupidly expensive') and the legal tech industry broadly for overpromising, underdelivering, and having poor software quality. Adoption is also hindered by risk-averse law firm IT departments and a lack of standardized formats.", "sentiment": "Mixed, leaning skeptical. Approximately 60% of evaluative comments express negative or critical views, focusing on tool flaws, high costs, and industry hype. The remaining 40% are positive or neutral, acknowledging practical benefits like time savings in contract review."}, {"title": "Best case management software for new personal injury firm?", "published_at": "2025-07-29 16:49:19+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1mcgnkg/best_case_management_software_for_new_personal/", "mention_companies": ["Alliance", "Casepeer", "Google", "Zoho Bigin", "Filevine", "AWS", "ProPlaintiff.ai", "Docs Plus", "Lawmatics", "EvenUp", "Steno", "streak", "Backdocket", "Smokeball", "Neos", "Infotrack", "Assistant Allies", "Microsoft", "Audit Partnership", "Clio", "Lawcus", "HeyLegal", "MyCase", "Sequoia Port", "Smartadvocate", "Quickbooks", "CloudLex", "Monday.com"], "summary": "The post author, a new solo practitioner with 10 cases, is evaluating case management software to avoid hiring staff. They have met with Clio, Smokeball, and Lawmatics, and plan to meet with MyCase. They prefer Clio but strongly dislike Filevine due to its lack of a dashboard, clunky interface, and poor search functionality in the Activity tab. The comments provide a wide range of alternative software suggestions, experiences, and debates on whether any software is needed at all for a small caseload.", "sentiment": "Positive: 45%, Negative: 55%"}, {"title": "The \"platform-ization\" of AI in legal", "published_at": "2025-11-02 02:22:35+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1om5xkh/the_platformization_of_ai_in_legal/", "mention_companies": ["Litera", "Legora", "Relativity", "Everlaw", "Iqidis", "Lexis", "Harvey"], "summary": "The post discusses how three major legal tech vendors\u2014Relativity, Litera, and Everlaw\u2014are now offering core AI features for free as part of their platforms, signaling a market shift where AI becomes baseline infrastructure rather than a premium add-on. The author analyzes this as a strategic move to drive user adoption, create switching costs, and implement a freemium upsell model, ultimately shifting competition from who has AI to whose AI is most deeply embedded in existing workflows. Comments generally agree with the analysis, noting the freemium strategy and market barriers, though one comment critiques the hype and highlights Iqidis as a tool that better augments human lawyers.", "sentiment": "Positive: 77.8%, Negative: 22.2%"}, {"title": "What is going on with Robin AI ?", "published_at": "2025-10-28 14:16:16+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1oiakfj/what_is_going_on_with_robin_ai/", "mention_companies": ["Robin AI"], "summary": "The post discusses Robin AI, a legal tech company, which is reportedly facing severe financial difficulties, layoffs, and is seeking a rescue buyer. Comments reveal a critical view of its business model, citing poor financials (170+ employees for only $7-8M ARR), reliance on human-assisted 'AI' services, and multiple rounds of layoffs. The broader sentiment extends to the legal AI industry, criticizing overvaluation, undifferentiated GPT clones, and unsustainable VC-funded growth models. Specific mention is made of Harvey as another company in the space, with mixed predictions about its future.", "sentiment": "Negative: 100%"}, {"title": "Harvey AI reviews / general advice for a medium-sized firm?", "published_at": "2025-05-24 02:48:04+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1ku1gh8/harvey_ai_reviews_general_advice_for_a/", "mention_companies": ["NotebookLM", "iManage", "Litera", "Google", "Ask iManage", "DeepJudge", "Anthropic", "AI Lawyer", "OpenAI", "Matey AI", "Draftcheck", "Trialview", "Relativity", "MikeLegal", "DISCO", "GC AI", "Iqidis", "CasesGuild", "Leya", "LitiGoTech", "Chroma", "Spellbook", "Epiq", "Definely", "Gemini", "Ax\u00f6n \u03a6", "Westlaw", "Microsoft", "Notion", "Harvey", "NDMax", "Lexis Protege", "CoCounsel", "Jylo", "Legora", "Claude", "ChatGPT", "Justee", "Weaviate", "Henchman"], "summary": "The post and comments discuss Harvey AI, a legal GenAI tool, with the author expressing skepticism about its value, pricing, and transparency. Commenters largely confirm these concerns, describing Harvey as an expensive wrapper around generic LLMs like GPT, with aggressive sales tactics, high minimum licenses, and lack of trials. Many suggest alternative approaches, such as using frontier models (ChatGPT Teams, Claude, Gemini) with internal prompt libraries and RAG tools, or recommend other legal AI tools like CoCounsel, DeepJudge, and GC AI. The overall sentiment is that Harvey is overpriced and overhyped, with most users favoring more flexible, cost-effective solutions.", "sentiment": "Negative: 85%, Positive: 15%"}, {"title": "Casetext Alternative", "published_at": "2025-04-24 23:08:04+00:00", "url": "https://www.reddit.com/r/ask_lawyers/comments/1k7662l/casetext_alternative/", "mention_companies": ["Casetext"], "summary": "The user asks for free alternatives to Casetext, a legal research tool that provided citation functionality but is now permanently offline. One comment suggests Justia as a potential alternative, while another is an automated moderation reminder unrelated to product evaluation.", "sentiment": "Positive: 0%, Negative: 0%"}, {"title": "What\u2019s the most useful legal AI feature you\u2019ve tried so far?", "published_at": "2025-08-19 14:55:22+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1mukr1f/whats_the_most_useful_legal_ai_feature_youve/", "mention_companies": ["NotebookLM", "Granola", "Gong", "lawberry.ai", "CoverGov", "Gavel Exec", "Para from LegalMente AI", "Google Gemini", "Legau", "Zoom", "SaulGPT", "Everlaw", "VetoAi", "nouswise", "Grammarly", "Trellis.law", "Claude", "LawLm.ai", "ChatGPT"], "summary": "The post asks for genuinely helpful AI tools for legal practice. Users recommend various AI tools for document summarization, research, drafting, and workflow management. Key use cases include summarizing documents (nouswise, Zoom), legal research (ChatGPT, Trellis.law, lawberry.ai), drafting and editing (Claude, Gemini, Gavel Exec, Legau), and specialized tasks like deposition summaries (LawLm.ai) and contract review (Para). A strong theme is the need to verify AI outputs due to hallucination risks.", "sentiment": "Positive: 85%, Negative: 15%"}, {"title": "Do these AI tools like Harvey and Legora make your life better or is it mostly toy of legal tech dept and COO?", "published_at": "2025-05-06 16:48:25+00:00", "url": "https://www.reddit.com/r/biglaw/comments/1kg9coa/do_these_ai_tools_like_harvey_and_legora_make/", "mention_companies": ["Spellbook", "Justee AI", "Gavel Exec", "Lexis AI", "Harvey"], "summary": "The post questions whether clients pay for manual legal work or just for brand-name firm insurance. Comments discuss the adoption and utility of AI tools in legal practice. Some users report significant time savings and quality-of-life improvements, particularly for document summarization, search, and specific research tasks. Others express skepticism about AI's reliability, nuance, and suitability for certain legal work like drafting. There is debate about whether AI tools will change client billing models or simply become a margin play for firms.", "sentiment": "Mixed. Positive: 40% (users reporting time savings, game-changing improvements, and specific successful use cases). Negative: 60% (users citing unreliability, lack of nuance, limited utility for certain tasks, and skepticism about changing client billing)."}, {"title": "What is the state-of-the-art legal search platform?", "published_at": "2025-06-07 19:24:25+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1l5syag/what_is_the_stateoftheart_legal_search_platform/", "mention_companies": ["EDGAR", "trails.legal", "Legora", "legaltechnologyhub.com", "Perplexity", "Deepjudge", "Courtlisener", "Google Scholar", "Harvey", "LexisNexis", "Vlex"], "summary": "The post asks about RAG platforms like Harvey, specifically whether they host their own legal text indices or use existing ones like LexisNexis or Google Scholar. It also asks how legal search works and the quality of search platforms. Comments discuss that legal tech companies often rely on proprietary or compiled public content, with newcomers like Harvey and Legora using limited open sources (e.g., Courtlisener, EDGAR). Perplexity's EDGAR integration is noted as significant. Semantic and hybrid search methods are discussed, with some preference for fast BM25 algorithms. Companies like Vlex and trails.legal are suggested for investigation. One comment questions if a link is sponsored by Deepjudge.", "sentiment": "Neutral (Positive: 0%, Negative: 0%)"}, {"title": "Harvey and Legora research modes", "published_at": "2025-11-29 08:59:50+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1p9kbof/harvey_and_legora_research_modes/", "mention_companies": ["Legora", "Lexis+", "Harvey", "Westlaw"], "summary": "The post and comments discuss how Harvey integrates with Lexis+ for legal research. The user's initial assumption is that Harvey acts as an intermediary, sending prompts to Lexis+ API and displaying the results, rather than directly accessing proprietary datasets or performing RAG itself. Comments clarify that Harvey does not have direct access to Lexis content and simply calls Lexis AI services like Protege. Legora is described as allowing LLM hallucination with citation verification, while Westlaw is mentioned as a comparison point. The discussion focuses on technical implementation details rather than product evaluations.", "sentiment": "Neutral (100% neutral users)"}, {"title": "Harvey AI thoughts ?", "published_at": "2025-09-28 12:24:21+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1nsn0kz/harvey_ai_thoughts/", "mention_companies": ["Knool", "Gemini", "Westlaw", "Lexis", "Harvey", "ChatGPT", "Paxton"], "summary": "The post and comments discuss the legal AI market, focusing on Harvey AI. The primary debate is whether Harvey is worth its reportedly high price ($1,200/user/month) compared to alternatives like ChatGPT Enterprise, which is seen as cheaper and potentially more secure. Key points include: Harvey is criticized for being overpriced and functionally similar or inferior to ChatGPT, though some users note its advantage in avoiding hallucinations by citing when it needs to research. Knool AI is praised by its users for being interactive, reasonably priced, and having excellent customer service. Paxton receives negative feedback for causing document errors. Westlaw's Co-Counsel is mentioned as being inferior to Harvey. The sentiment is mixed, with strong criticism of Harvey's value proposition but positive experiences shared for specific alternatives like Knool.", "sentiment": "Overall audience sentiment is negative. Approximately 60% of commenting users express negative views (primarily criticizing Harvey's price, quality, and marketing, or reporting negative experiences with Paxton), 20% express positive views (praising Knool or specific Harvey features), and 20% are neutral or seeking clarification."}, {"title": "Alternatives to Casetext\u2019s Co-Counsel", "published_at": "2023-11-17 02:36:00+00:00", "url": "https://www.reddit.com/r/lawyertalk/comments/17x4tvy/alternatives_to_casetexts_cocounsel/", "mention_companies": ["Casetext"], "summary": "A lawyer familiar with Casetext's CoCounsel service found it helpful for their practice but can no longer afford it due to a price increase to $400/month/seat. They are seeking alternative suggestions. One commenter asked about their practice area (California personal injury, with some lemon law, employment, and workers' compensation) to recommend suitable AI tools, and another offered to discuss legal tech options.", "sentiment": "Negative (100% of users expressing an opinion)"}, {"title": "Ironclad AI Capabilities ", "published_at": "2025-01-07 06:14:26+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1hvl4wj/ironclad_ai_capabilities/", "mention_companies": ["Evisort", "Agiloft", "SimpliContract", "Smartsheet", "Workday", "Azure", "Zuva", "SharePoint", "Luminance", "IntelAgree", "SpotDraft", "DocJuris", "Spellbook", "Ironclad", "ThoughtRiver", "Linksquares", "Power Platform", "Konexo", "Jira"], "summary": "The post seeks user feedback on Ironclad's AI redline and smart import features for contract management. Comments reveal widespread criticism of Ironclad's AI capabilities, describing them as basic, inaccurate, and overhyped. Several alternative vendors are recommended, with Evisort, SpotDraft, and IntelAgree receiving positive mentions for stronger AI or better implementation experiences. A recurring theme is that AI for contract work is still immature, and success depends heavily on having proper data and playbooks in place before implementation.", "sentiment": "Negative (Approximately 70% negative, 30% positive/neutral). The vast majority of evaluative comments are critical of Ironclad's core AI features. Positive sentiment is directed almost exclusively toward alternative solutions like Evisort, SpotDraft, and IntelAgree."}, {"title": "Who's tried evenup for demand letters?", "published_at": "2024-10-12 00:09:06+00:00", "url": "https://www.reddit.com/r/lawyertalk/comments/1g1nwbi/whos_tried_evenup_for_demand_letters/", "mention_companies": ["EvenUp"], "summary": "The post asks about user experience with a product described as expensive, which appears to be EvenUp's AI-powered legal demand drafting service. Comments reveal that EvenUp drafts documents using AI trained on injury cases and medical records, but there are allegations of outsourcing work and quality issues. Some users suggest it's only suitable for smaller claims, while one comment mentions a competing service offering a free trial. The company reportedly has a high valuation that commenters question.", "sentiment": "Negative 75%, Positive 25%"}, {"title": "Clio price increase", "published_at": "2025-05-29 02:44:17+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/1kxzxvy/clio_price_increase/", "mention_companies": ["Clio", "Smokeball", "MyCase"], "summary": "Clio's announcement of a price increase for its Annual Complete plan to $1609.20 per user has sparked widespread negative reactions. Users express frustration with Clio's performance, lack of basic features, excessive upselling through multiple sub-apps, and recent glitches. Many are actively seeking alternatives, with MyCase and Smokeball mentioned as competitors, though Clio remains dominant. The sentiment is overwhelmingly negative, with users citing high costs, poor functionality, and employee turnover due to the software.", "sentiment": "Negative 92%, Positive 8%"}, {"title": "Anyone solving the confidential AI problem for legal documents?", "published_at": "2025-09-23 18:24:58+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1nop6rf/anyone_solving_the_confidential_ai_problem_for/", "mention_companies": ["Encloud", "Legora", "Grella.ai", "SearchBlox", "Google", "NetDocuments", "GCP", "Microsoft", "Azure", "AWS", "OpenAI", "Harvey"], "summary": "The post discusses the challenge of building an AI contract analysis tool for law firms, who demand absolute confidentiality and are unwilling to upload client documents to external servers. The author explores confidential computing as a potential solution but is concerned about complexity and performance. Comments reveal that solutions exist, including on-premise deployment, secure cloud platforms (like Azure), and specialized startups. Several companies are mentioned as active in this space, with some commenters promoting their own products. The sentiment is that the problem is fundamental and requires a security-first approach, not an afterthought.", "sentiment": "Negative (70%) - Positive (30%)"}, {"title": "Legal AI: what have you used? Reviews?", "published_at": "2023-10-23 22:10:36+00:00", "url": "https://www.reddit.com/r/legaltech/comments/17ewo3q/legal_ai_what_have_you_used_reviews/", "mention_companies": ["Alexi", "Robin AI", "Casetext", "SmartRules", "LawChatGPT", "ailawyer.pro", "ClauseBase", "Pincites", "hifivestar", "Fileread AI", "Plexus", "Ontra.ai", "Paxton AI", "Superlegal ai", "Spellbook", "CaseText", "Gemini", "FastCase", "Latch", "Ironclad", "ChatGPT Law", "IQIDIS", "Counsel Companion", "Vikk AI", "inkwise.ai", "Vincent AI", "Pre/Dicta"], "summary": "A user asks for opinions on Latch and Spellbook for contract assistance, sparking a broad discussion where many users share experiences with various legal AI tools. The conversation reveals a fragmented market with no clear consensus on a single best tool. Experiences range from highly positive (e.g., IQIDIS, Alexi, Vincent AI, ailawyer.pro) to negative or mixed (e.g., Spellbook, SmartRules, LawChatGPT, Casetext post-acquisition). Key themes include the importance of low hallucination rates, user-friendly interfaces, reasonable pricing, and tools fitting specific workflows (e.g., contract review vs. litigation). Several users express ongoing dissatisfaction, particularly with OCR and document extraction for complex, scanned contracts.", "sentiment": "Overall audience sentiment is mixed, leaning slightly positive. Approximately 55% of evaluative comments express a positive or recommended stance towards a specific tool (e.g., praise for IQIDIS, Alexi, Vincent AI, ailawyer.pro, Pincites, Superlegal ai, Fileread AI, Pre/Dicta, inkwise.ai). Approximately 45% express negative, critical, or mixed experiences (e.g., criticism of Spellbook, SmartRules, LawChatGPT, Casetext's price hike, ChatGPT's hallucinations, or general tool inadequacies). The sentiment is fragmented across many different products rather than focused on the originally mentioned Latch and Spellbook."}, {"title": "Harvey v Legora", "published_at": "2025-10-15 11:46:43+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1o78r3s/harvey_v_legora/", "mention_companies": ["LEGALFLY", "Co-Pilot", "Legora", "GC AI", "AtlasAI", "AI Lawyer", "NetDocs", "Harvey", "Lexis protege", "ChatGPT"], "summary": "The post asks for a direct comparison between Harvey and Legora, two AI workspaces for lawyers. Comments reveal they are seen as very similar in features, with key differences: Harvey is described as heavier with deep enterprise integrations and a 'Vault' feature for large document bases, while Legora is seen as faster and simpler, better for smaller teams and litigation drafting. A recurring theme is that many users find them overpriced and not significantly better than general tools like ChatGPT for daily tasks. Several alternative products (AI Lawyer, GC AI, LEGALFLY) are suggested as being simpler or more effective for specific needs like clause tracking or security. Criticisms include poor customer service, failure to meet security requirements, high costs with questionable ROI, and products being mere 'GPT wrappers'. Some comments defend the tools, stating they require proper learning and have value in legal-specific tasks.", "sentiment": "Negative (Approximately 70% negative, 20% neutral, 10% positive). The majority of evaluative comments are critical, citing high cost, lack of clear differentiation, poor reliability, and arrogance from the companies. Positive comments are few and focus on specific use cases or UI preferences. Neutral comments describe features without strong judgment."}, {"title": "We are piloting Harvey right now. We\u2019ve also piloted GC AI and Law Insider. What does the community think about the pros and cons of each?", "published_at": "2025-10-19 18:13:55+00:00", "url": "https://www.reddit.com/r/legaltech/comments/1oawqan/we_are_piloting_harvey_right_now_weve_also/", "mention_companies": ["LawInsider", "Reuters' CoCounsel Legal", "Legora", "GC AI", "Ironclad", "Harvey"], "summary": "The post (deleted) appears to have been about evaluating legal AI products. The comments are highly critical of several mentioned vendors, accusing the original poster of being a fake user promoting products. Specific products like Harvey and GC AI are called overhyped, overpriced, or incapable. One comment recommends Reuters' CoCounsel Legal as a superior alternative. Another asks for pricing details for GC AI, and a final comment suggests checking competitor Legora.", "sentiment": "Negative (88% of commenting users express negative sentiment, 12% neutral/questioning)"}, {"title": "What do you think about the barrage of AI tools in the investment industry?", "published_at": "2024-09-19 08:25:08+00:00", "url": "https://www.reddit.com/r/hedgefund/comments/1fkfwsv/what_do_you_think_about_the_barrage_of_ai_tools/", "mention_companies": ["D. E. Shaw", "Google", "Harvey", "Hebbia"], "summary": "The post is from an ex-D. E. Shaw and ex-Google engineer building a financial services AI product. They ask for opinions on new AI products like Harvey (legal) and Hebbia (finance), noting current market noise and AI's limitations in accuracy/detail but potential to automate manual workflows like document analysis. The single comment acknowledges AI's value as a screening tool but highlights data issues, the need to verify source documents, and AI's current inability to catch details like footnotes. It sees AI as helpful for faster analysis of legal/M&A documents if directionally correct and cost-effective, but currently a 'nice to have' rather than necessity, with significant potential in 5 years.", "sentiment": "Neutral (100% neutral users)"}, {"title": "experiences with CaseText", "published_at": "2022-08-13 13:04:26+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/wne2v9/experiences_with_casetext/", "mention_companies": ["Lexis", "FastCase", "Westlaw", "CaseText"], "summary": "The post asks for user experiences with CaseText's paid subscription, specifically its search, case summaries, and Shepardizing features, comparing it to FastCase (used via state bar) and expressing a desire to avoid Westlaw/Lexis. Comments reveal mixed experiences: one user criticizes CaseText for a non-refundable auto-renewal and lack of specific court coverage, forcing them to also pay for Westlaw, while praising Fastcase for state court. Another finds CaseText's interface and statute-tracking inferior to Lexis. A detailed complaint alleges poor cancellation practices, hidden feature changes, and data loss. The CEO of CaseText intervenes in one thread, offering to resolve a refund issue and improve customer support. Sentiment is divided, with significant negative experiences regarding billing and features, but some acknowledgment of Fastcase's utility for state work and the CEO's responsive intervention.", "sentiment": "Negative: 75%, Positive: 25%"}, {"title": "Anyone using Filevine?", "published_at": "2020-08-03 10:45:01+00:00", "url": "https://www.reddit.com/r/lawfirm/comments/i2utza/anyone_using_filevine/", "mention_companies": ["Practice Panther", "Practice Master", "MyCase", "PC Law", "filevine", "Abacus", "Case Master Online", "TABS", "Clio", "CosmoLex", "Legal Files", "Needles"], "summary": "The post discusses legal practice management software. The user currently uses Practice Panther but is considering alternatives, specifically Filevine, due to its robust communication management. Comments compare various platforms: Filevine receives mixed reviews\u2014praised for automation and customization but criticized for complexity and poor support. Needles is favored by some for being organized and user-friendly. Other mentioned platforms include Clio, CosmoLex, MyCase, and Case Master Online, with some users noting specific strengths or weaknesses. The sentiment is mixed, with no clear consensus on a best option.", "sentiment": "Positive: 45%, Negative: 55%"}]