And threatened to take over legal tech in the process.<\/p>\n
The company behind Claude has been riding high recently off its Claude Code buzz. The company reportedly used their fancy coding agent to write up Claude Cowork<\/a>, offering more user-friendly access to its agentic properties. Yesterday, they dropped a legal plugin<\/a> for Cowork, promising to automate a number of legal workflows from contracts to briefings. It\u2019s open source and therefore configurable to meet whatever shop idiosyncrasies a firm wants to include.<\/p>\n As Bob Ambrogi put it<\/a>: <\/p>\n For the first time, a foundation-model company is packaging a legal workflow product directly into its platform, rather than merely supplying an API to legal-tech vendors.<\/p>\n<\/blockquote>\n Therein lies the problem for every legal AI company that\u2019s been building on top of Anthropic all this time. <\/p>\n For years, the legal tech playbook has been straightforward: take a foundation model from Anthropic or OpenAI, wrap it in legal-specific prompts and guardrails, add some integrations, slap a subscription fee on it, and call yourself a legal AI company. The assumption was that the model providers would stay in their lane, happy to collect API fees while legal tech startups captured enterprise value.<\/p>\n Anthropic just announced \u201cI can haz enterprise value.\u201d<\/p>\n What\u2019s legal tech going to do now that their supplier is their competitor? Personally, I\u2019d prefer tools designed by professionals with industry experience as opposed to a plugin built by a robot coder. But this is where AI\u2019s persistent limitations work against companies adding value. If it\u2019s going to hallucinate so much that lawyers need to review it with a fine-tooth comb either way, why not use the retail solution?<\/p>\n Well, a lot of reasons. As Artificial Lawyer noted<\/a>, legal data titans have spent decades building proprietary datasets and customer relationships that can\u2019t be easily replicated by a plugin. As Prompt Armor notes, Cowork also brings serious security risks<\/a> that everyone seems to be shrugging off at their peril. That said, when an industry is built on a \u201cmodel + wrapper + workflow\u201d model \u2014 as Ambrogi calls it \u2014 if the model creator can cut out the middle, it creates a crisis. Even if most lawyers stick with the old standbys, at least some<\/em> chunk of the market will walk away from high fees and give Claude a whirl.<\/p>\n Legal tech companies have been hyping \u201cagentic AI\u201d<\/a> as the future for a year now without a whole lot to show for it. Now a foundation model company is releasing an agentic legal tool, and suddenly the market decides that democratizing legal AI could also democratize legal tech\u2019s customer base into oblivion.<\/p>\n But major law firms and legal departments already have deals with sophisticated vendors they\u2019re not going to abandon overnight. They still need the massive datasets offered by Thomson Reuters and LexisNexis, which should keep most customers signed up for now.<\/p>\n And, as someone who has experimented with Claude Cowork a lot over the past two weeks, there\u2019s also the way that it screws up most workflows that involve more than a couple tasks. That\u2019s not to say there aren\u2019t success stories floating around out there, but to the extent I\u2019ve been able to put it through its paces, the results have been\u2026 underwhelming. Maybe pump the brakes before putting your contract workflow in there. <\/p>\n If investors think lawyers will walk away from Thomson Reuters and put their faith in a plugin for a product written by a robot coder over the last couple weeks\u2026 well, then the market may be the one with the problem.<\/p>\n UPDATE<\/strong>:<\/p>\n Yeah\u2026 this has pretty much been my experience too.<\/p>\n The post Anthropic Enters Legal Tech, Legal Tech Enters Freefall<\/a> appeared first on Above the Law<\/a>.<\/p>\n It wasn\u2019t 1929 for the legal tech industry, but it wasn\u2019t great either. Thomson Reuters lost around 15 percent of its value. LexisNexis\u2019s parent company dropped about 14 percent. DocuSign fell 11 percent. A lot of the industry isn\u2019t publicly traded, so we didn\u2019t get to see how their investors responded to the news, but it probably looked similarly grim over at Harvey HQ.<\/p>\n The catalyst for this carnage \u2014 which the Jefferies Group is calling the \u201cSaaSpocalypse<\/a>\u201d \u2014 had nothing to do with the ongoing hallucination and slopification problems unleashed by artificial intelligence. We\u2019ve had those for months now and they\u2019ve only succeeded in inflating the tech bubble further. Instead, the precipitous decline arrived because Anthropic released a plugin.<\/p>\n And threatened to take over legal tech in the process.<\/p>\n The company behind Claude has been riding high recently off its Claude Code buzz. The company reportedly used their fancy coding agent to write up Claude Cowork<\/a>, offering more user-friendly access to its agentic properties. Yesterday, they dropped a legal plugin<\/a> for Cowork, promising to automate a number of legal workflows from contracts to briefings. It\u2019s open source and therefore configurable to meet whatever shop idiosyncrasies a firm wants to include.<\/p>\n As Bob Ambrogi put it<\/a>: <\/p>\n For the first time, a foundation-model company is packaging a legal workflow product directly into its platform, rather than merely supplying an API to legal-tech vendors.<\/p>\n<\/blockquote>\n Therein lies the problem for every legal AI company that\u2019s been building on top of Anthropic all this time. <\/p>\n For years, the legal tech playbook has been straightforward: take a foundation model from Anthropic or OpenAI, wrap it in legal-specific prompts and guardrails, add some integrations, slap a subscription fee on it, and call yourself a legal AI company. The assumption was that the model providers would stay in their lane, happy to collect API fees while legal tech startups captured enterprise value.<\/p>\n Anthropic just announced \u201cI can haz enterprise value.\u201d<\/p>\n What\u2019s legal tech going to do now that their supplier is their competitor? Personally, I\u2019d prefer tools designed by professionals with industry experience as opposed to a plugin built by a robot coder. But this is where AI\u2019s persistent limitations work against companies adding value. If it\u2019s going to hallucinate so much that lawyers need to review it with a fine-tooth comb either way, why not use the retail solution?<\/p>\n Well, a lot of reasons. As Artificial Lawyer noted<\/a>, legal data titans have spent decades building proprietary datasets and customer relationships that can\u2019t be easily replicated by a plugin. As Prompt Armor notes, Cowork also brings serious security risks<\/a> that everyone seems to be shrugging off at their peril. That said, when an industry is built on a \u201cmodel + wrapper + workflow\u201d model \u2014 as Ambrogi calls it \u2014 if the model creator can cut out the middle, it creates a crisis. Even if most lawyers stick with the old standbys, at least some<\/em> chunk of the market will walk away from high fees and give Claude a whirl.<\/p>\n Legal tech companies have been hyping \u201cagentic AI\u201d<\/a> as the future for a year now without a whole lot to show for it. Now a foundation model company is releasing an agentic legal tool, and suddenly the market decides that democratizing legal AI could also democratize legal tech\u2019s customer base into oblivion.<\/p>\n But major law firms and legal departments already have deals with sophisticated vendors they\u2019re not going to abandon overnight. They still need the massive datasets offered by Thomson Reuters and LexisNexis, which should keep most customers signed up for now.<\/p>\n And, as someone who has experimented with Claude Cowork a lot over the past two weeks, there\u2019s also the way that it screws up most workflows that involve more than a couple tasks. That\u2019s not to say there aren\u2019t success stories floating around out there, but to the extent I\u2019ve been able to put it through its paces, the results have been\u2026 underwhelming. Maybe pump the brakes before putting your contract workflow in there. <\/p>\n If investors think lawyers will walk away from Thomson Reuters and put their faith in a plugin for a product written by a robot coder over the last couple weeks\u2026 well, then the market may be the one with the problem.<\/p>\n UPDATE<\/strong>:<\/p>\n Yeah\u2026 this has pretty much been my experience too.<\/p>\n It wasn\u2019t 1929 for the legal tech industry, but it wasn\u2019t great either. Thomson Reuters lost around 15 percent of its value. LexisNexis\u2019s parent company dropped about 14 percent. DocuSign fell 11 percent. A lot of the industry isn\u2019t publicly traded, so we didn\u2019t get to see how their investors responded to the news, but […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[16],"tags":[],"class_list":["post-143326","post","type-post","status-publish","format-standard","hentry","category-above_the_law"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/posts\/143326","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/comments?post=143326"}],"version-history":[{"count":0,"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/posts\/143326\/revisions"}],"wp:attachment":[{"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/media?parent=143326"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/categories?post=143326"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/tags?post=143326"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}\n
![\"\"](\"https:\/\/i0.wp.com\/abovethelaw.com\/wp-content\/uploads\/sites\/4\/2026\/02\/Screenshot-2026-02-04-at-4.39.38-PM.png?resize=896%2C752&ssl=1\" "\\"\\"")
<\/a>
\n![\"Headshot\"](\"https:\/\/i0.wp.com\/abovethelaw.com\/wp-content\/uploads\/2016\/11\/Headshot-300x200.jpg?resize=188%2C125&ssl=1\" "\\"\\"")
Joe Patrice<\/a>\u00a0is a senior editor at Above the Law and co-host of Thinking Like A Lawyer<\/a>. Feel free to\u00a0email<\/a> any tips, questions, or comments. Follow him on\u00a0Twitter<\/a>\u00a0or Bluesky<\/a> if you\u2019re interested in law, politics, and a healthy dose of college sports news. Joe also serves as a Managing Director at RPN Executive Search<\/a>.<\/em><\/strong><\/p>\n![\"\"](\"https:\/\/i0.wp.com\/abovethelaw.com\/wp-content\/uploads\/sites\/4\/2026\/02\/stonks-meme-bearish-300x180.webp?resize=300%2C180&ssl=1\" "\\"\\"")
<\/figure>\n\n
<\/a>
\nJoe Patrice<\/a>\u00a0is a senior editor at Above the Law and co-host of Thinking Like A Lawyer<\/a>. Feel free to\u00a0email<\/a> any tips, questions, or comments. Follow him on\u00a0Twitter<\/a>\u00a0or Bluesky<\/a> if you\u2019re interested in law, politics, and a healthy dose of college sports news. Joe also serves as a Managing Director at RPN Executive Search<\/a>.<\/em><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"