{"id":152676,"date":"2026-05-22T11:30:00","date_gmt":"2026-05-22T19:30:00","guid":{"rendered":"https:\/\/xira.com\/p\/2026\/05\/22\/company-hands-law-firm-hiring-over-to-ai-bot-what-could-possibly-go-wrong\/"},"modified":"2026-05-22T11:30:00","modified_gmt":"2026-05-22T19:30:00","slug":"company-hands-law-firm-hiring-over-to-ai-bot-what-could-possibly-go-wrong","status":"publish","type":"post","link":"https:\/\/xira.com\/p\/2026\/05\/22\/company-hands-law-firm-hiring-over-to-ai-bot-what-could-possibly-go-wrong\/","title":{"rendered":"Company Hands Law Firm Hiring Over To AI Bot \u2014 What Could Possibly Go Wrong?"},"content":{"rendered":"

Hiring outside counsel used to be a function of handshakes and law school connections. To some extent, it still is. But over the past several years, the in-house legal function went through the same \u201cefficiency expert\u201d transformation that hit other industries decades earlier. Now there\u2019s benchmarking, and ROI calculations, and arcane billing guidelines<\/a> to make sure outside counsel expend a lot of time and energy to clarify exactly how they spend their time and energy. <\/p>\n

Clients have a more defensible case to justify their budgets to the board, firms previously locked out of the old lawyer network can find themselves winning business, and all this new efficiency drastically drives down legal costs. <\/p>\n

Well, two out of three ain\u2019t bad.<\/p>\n

But one Chief Legal Officer just announced on LinkedIn that his company is going to take this cold efficiency drive to another level by turning over law firm hiring to AI. <\/p>\n

Oh\u2026<\/p>\n

\"\"
<\/figcaption><\/figure>\n

Revolut<\/a> is a company whose \u201cglobal mission is for every person and business to do all things money \u2014 spending, saving, investing, borrowing, managing, and more \u2014 in just a few taps.\u201d That\u2019s not particularly clear, but the company takes a customer\u2019s salary and puts it in an account and issues spending cards. That would make you think they\u2019re a bank, though the website clarifies in small print that \u201cRevolut is not a bank.\u201d It\u2019s been called \u201cdisruptive<\/a>,\u201d and whenever I see that term I like to replace it with \u201cbullshit.\u201d Which doesn\u2019t necessarily mean it can\u2019t be a fine service! But it\u2019s \u201cbullshit\u201d as in an investor-friendly ersatz version of something that already exists. So it\u2019s sort of a bullshit bank \u2014 probably with some AI element to money management. Ah, there it is<\/a>!<\/p>\n

Anyway, Tom Hambrett, Revolut\u2019s Chief Legal Officer, formerly of Herbert Smith Freehills, announced that the company is scrapping the traditional law firm panel in favor of an AI-assisted system<\/a>:<\/p>\n

\n

We\u2019re replacing our static panel with Revolut<\/strong><\/a> Partners \u2013 a dynamic, performance-based ecosystem assessed against metrics that actually matter & competitive best in class rates, and of course how they engage with our products.<\/p>\n

No one partner\u2019s position in the starting lineup is guaranteed. Firms will be reviewed quarterly \u2013 and we\u2019ll make changes when the model tells us to.<\/p>\n<\/blockquote>\n

I\u2019m sorry, you\u2019re right. You said this was a bet-the-company litigation and I hired a firm advertising on late night cable. Would you like me to run a new search for bankruptcy counsel?<\/em><\/p>\n

All right, that might be too harsh. Hambrett describes the process further, suggesting that the algorithm will be fed a curated and vetted population of firms:<\/p>\n

\n

That bench is real. We\u2019re building a pool of firms ready to step up the moment a first-choice partner falls short. Underperformance means: poor client management, unmanaged scope creep, weak billing practices, a lack of responsiveness, or direct feedback from our lawyers that advice quality isn\u2019t where it needs to be.<\/p>\n<\/blockquote>\n

A \u201cpool\u201d of firms, eh? One might even, with the benefit of a thesaurus, call that a \u201cpanel.\u201d They say it\u2019s not \u201cstatic\u201d \u2014 whatever that means \u2014 but at the end of the day, the client is vetting a group of firms and entering them into the system. That sure sounds like a panel. But a panel with its own branding as \u201cRevolut Partners,\u201d which sounds like an idea that the AI came up with. <\/p>\n

\n

We\u2019re also building in-house AI tools to help lawyers run RFPs, pre-select firms for specific instructions and scrutinise advice & invoices. Firms can no longer solely rely on soft relationship touch points to keep their place in the squad.<\/p>\n

Relationships still matter. But performance wins you minutes on the pitch. The firms that make our shortlist will be the ones that consistently deliver the right outcomes, at the right pace, with the right commercial discipline.<\/p>\n<\/blockquote>\n

When you get past the ad copy of \u201ca dynamic, performance-based ecosystem assessed against metrics that actually matter,\u201d this just sounds like some tech-enhanced benchmarking for a panel of law firms, which is\u2026 fine? In-house legal departments perform some version of this already, with or without AI tools. The biggest difference is that Hambrett promises that \u201cwe\u2019ll make changes when the model tells us to.\u201d I\u2019m a little skeptical that the company will really turn its legal fortunes over to a \u201cGPTsus take the wheel\u201d philosophy.<\/p>\n

Roll on Friday<\/a> caught this conversation and surveyed the responses:<\/p>\n

\n

Leanne Murray, a real estate lawyer at Priestleys, agreed that while relationships are still important, businesses \u201cneed to ensure\u201d that \u201cKPI\u2019s are being met.\u201d<\/p>\n

\u201cNo room for complacency! Golden goose panel systems that a business is stuck in for years is changing,\u201d Murray added. \u201cYour panel firms should always behave and perform in a way that is an extension of your business.\u201d\u00a0<\/p>\n

Bart Lieben, an IP lawyer also concurred with Hambrett: \u201cTransparency on metrics should be the default, not something the client has to ask for.\u201d\u00a0<\/p>\n<\/blockquote>\n

All totally fair reactions, though also nothing that requires turning over decision power to a bot. Not only can AI assist in-house teams in evaluating outside counsel, it\u2019s probably reckless at this point NOT to use AI to analyze data. But there\u2019s a difference between that and outsourcing judgment. Nobody sane objects to a CLO getting a dashboard. Telling the world that a technology prone to making up fake cases will start making decisions could alienate some firms.<\/p>\n

That\u2019s one lawyer cited by RoF explained succinctly:<\/p>\n

\n

\u201cAdverse selection could be an issue. The firms with genuine market leverage will simply opt out. They have less demanding clients and simply might not need this. What remains is a competitive race among firms that couldn\u2019t afford not to participate (on a desperate part of the market for some reason), which is the opposite of what this model seems to focus on.\u201d<\/p>\n<\/blockquote>\n

Yeah. Firms with genuine market leverage \u2014 the ones with steady, less demanding, faster-paying clients \u2014 can simply decline to enter a quarterly knife fight judged by an AI bot giving a thumbs up or down from the imperial box. The best law firms out there don\u2019t have time for loyalty resetting every ninety days. They\u2019re in it for the long haul and want their books to reflect ongoing commitments. What\u2019s then left auditioning for the bench is the slice of the market that can\u2019t afford not to<\/em>. That model is optimized to reward whoever shows up, but not to make the good ones<\/em> show up.<\/p>\n

Honestly, everything about this post is \u2014 absent the startup jargon \u2014 a just good legal department management right up to \u201cwe\u2019ll make changes when the model tells us to.\u201d Maybe he meant to that as \u201cwe\u2019ll make changes when the model\u2019s results dictate that\u2019s the right response.\u201d If so, that\u2019s fine. But something tells me a bank-that\u2019s-not-a-bank-but-with-AI<\/em> probably meant it quite literally.<\/p>\n

Uh-oh: Company decides to let AI rate and pick its law firms<\/a> [Roll on Friday]<\/p>\n

\n

\"Headshot\"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.<\/em><\/strong><\/p>\n

The post Company Hands Law Firm Hiring Over To AI Bot \u2014 What Could Possibly Go Wrong?<\/a> appeared first on Above the Law<\/a>.<\/p>\n

Hiring outside counsel used to be a function of handshakes and law school connections. To some extent, it still is. But over the past several years, the in-house legal function went through the same \u201cefficiency expert\u201d transformation that hit other industries decades earlier. Now there\u2019s benchmarking, and ROI calculations, and arcane billing guidelines<\/a> to make sure outside counsel expend a lot of time and energy to clarify exactly how they spend their time and energy. <\/p>\n

Clients have a more defensible case to justify their budgets to the board, firms previously locked out of the old lawyer network can find themselves winning business, and all this new efficiency drastically drives down legal costs. <\/p>\n

Well, two out of three ain\u2019t bad.<\/p>\n

But one Chief Legal Officer just announced on LinkedIn that his company is going to take this cold efficiency drive to another level by turning over law firm hiring to AI. <\/p>\n

Oh\u2026<\/p>\n

\"\"
<\/figcaption><\/figure>\n

Revolut<\/a> is a company whose \u201cglobal mission is for every person and business to do all things money \u2014 spending, saving, investing, borrowing, managing, and more \u2014 in just a few taps.\u201d That\u2019s not particularly clear, but the company takes a customer\u2019s salary and puts it in an account and issues spending cards. That would make you think they\u2019re a bank, though the website clarifies in small print that \u201cRevolut is not a bank.\u201d It\u2019s been called \u201cdisruptive<\/a>,\u201d and whenever I see that term I like to replace it with \u201cbullshit.\u201d Which doesn\u2019t necessarily mean it can\u2019t be a fine service! But it\u2019s \u201cbullshit\u201d as in an investor-friendly ersatz version of something that already exists. So it\u2019s sort of a bullshit bank \u2014 probably with some AI element to money management. Ah, there it is<\/a>!<\/p>\n

Anyway, Tom Hambrett, Revolut\u2019s Chief Legal Officer, formerly of Herbert Smith Freehills, announced that the company is scrapping the traditional law firm panel in favor of an AI-assisted system<\/a>:<\/p>\n

\n

We\u2019re replacing our static panel with Revolut<\/strong><\/a> Partners \u2013 a dynamic, performance-based ecosystem assessed against metrics that actually matter & competitive best in class rates, and of course how they engage with our products.<\/p>\n

No one partner\u2019s position in the starting lineup is guaranteed. Firms will be reviewed quarterly \u2013 and we\u2019ll make changes when the model tells us to.<\/p>\n<\/blockquote>\n

I\u2019m sorry, you\u2019re right. You said this was a bet-the-company litigation and I hired a firm advertising on late night cable. Would you like me to run a new search for bankruptcy counsel?<\/em><\/p>\n

All right, that might be too harsh. Hambrett describes the process further, suggesting that the algorithm will be fed a curated and vetted population of firms:<\/p>\n

\n

That bench is real. We\u2019re building a pool of firms ready to step up the moment a first-choice partner falls short. Underperformance means: poor client management, unmanaged scope creep, weak billing practices, a lack of responsiveness, or direct feedback from our lawyers that advice quality isn\u2019t where it needs to be.<\/p>\n<\/blockquote>\n

A \u201cpool\u201d of firms, eh? One might even, with the benefit of a thesaurus, call that a \u201cpanel.\u201d They say it\u2019s not \u201cstatic\u201d \u2014 whatever that means \u2014 but at the end of the day, the client is vetting a group of firms and entering them into the system. That sure sounds like a panel. But a panel with its own branding as \u201cRevolut Partners,\u201d which sounds like an idea that the AI came up with. <\/p>\n

\n

We\u2019re also building in-house AI tools to help lawyers run RFPs, pre-select firms for specific instructions and scrutinise advice & invoices. Firms can no longer solely rely on soft relationship touch points to keep their place in the squad.<\/p>\n

Relationships still matter. But performance wins you minutes on the pitch. The firms that make our shortlist will be the ones that consistently deliver the right outcomes, at the right pace, with the right commercial discipline.<\/p>\n<\/blockquote>\n

When you get past the ad copy of \u201ca dynamic, performance-based ecosystem assessed against metrics that actually matter,\u201d this just sounds like some tech-enhanced benchmarking for a panel of law firms, which is\u2026 fine? In-house legal departments perform some version of this already, with or without AI tools. The biggest difference is that Hambrett promises that \u201cwe\u2019ll make changes when the model tells us to.\u201d I\u2019m a little skeptical that the company will really turn its legal fortunes over to a \u201cGPTsus take the wheel\u201d philosophy.<\/p>\n

Roll on Friday<\/a> caught this conversation and surveyed the responses:<\/p>\n

\n

Leanne Murray, a real estate lawyer at Priestleys, agreed that while relationships are still important, businesses \u201cneed to ensure\u201d that \u201cKPI\u2019s are being met.\u201d<\/p>\n

\u201cNo room for complacency! Golden goose panel systems that a business is stuck in for years is changing,\u201d Murray added. \u201cYour panel firms should always behave and perform in a way that is an extension of your business.\u201d\u00a0<\/p>\n

Bart Lieben, an IP lawyer also concurred with Hambrett: \u201cTransparency on metrics should be the default, not something the client has to ask for.\u201d\u00a0<\/p>\n<\/blockquote>\n

All totally fair reactions, though also nothing that requires turning over decision power to a bot. Not only can AI assist in-house teams in evaluating outside counsel, it\u2019s probably reckless at this point NOT to use AI to analyze data. But there\u2019s a difference between that and outsourcing judgment. Nobody sane objects to a CLO getting a dashboard. Telling the world that a technology prone to making up fake cases will start making decisions could alienate some firms.<\/p>\n

That\u2019s one lawyer cited by RoF explained succinctly:<\/p>\n

\n

\u201cAdverse selection could be an issue. The firms with genuine market leverage will simply opt out. They have less demanding clients and simply might not need this. What remains is a competitive race among firms that couldn\u2019t afford not to participate (on a desperate part of the market for some reason), which is the opposite of what this model seems to focus on.\u201d<\/p>\n<\/blockquote>\n

Yeah. Firms with genuine market leverage \u2014 the ones with steady, less demanding, faster-paying clients \u2014 can simply decline to enter a quarterly knife fight judged by an AI bot giving a thumbs up or down from the imperial box. The best law firms out there don\u2019t have time for loyalty resetting every ninety days. They\u2019re in it for the long haul and want their books to reflect ongoing commitments. What\u2019s then left auditioning for the bench is the slice of the market that can\u2019t afford not to<\/em>. That model is optimized to reward whoever shows up, but not to make the good ones<\/em> show up.<\/p>\n

Honestly, everything about this post is \u2014 absent the startup jargon \u2014 a just good legal department management right up to \u201cwe\u2019ll make changes when the model tells us to.\u201d Maybe he meant to that as \u201cwe\u2019ll make changes when the model\u2019s results dictate that\u2019s the right response.\u201d If so, that\u2019s fine. But something tells me a bank-that\u2019s-not-a-bank-but-with-AI<\/em> probably meant it quite literally.<\/p>\n

Uh-oh: Company decides to let AI rate and pick its law firms<\/a> [Roll on Friday]<\/p>\n

\n

\"Headshot\"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.<\/em><\/strong><\/p>\n

The post Company Hands Law Firm Hiring Over To AI Bot \u2014 What Could Possibly Go Wrong?<\/a> appeared first on Above the Law<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

Hiring outside counsel used to be a function of handshakes and law school connections. To some extent, it still is. But over the past several years, the in-house legal function went through the same \u201cefficiency expert\u201d transformation that hit other industries decades earlier. Now there\u2019s benchmarking, and ROI calculations, and arcane billing guidelines to make […]<\/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-152676","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\/152676","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=152676"}],"version-history":[{"count":0,"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/posts\/152676\/revisions"}],"wp:attachment":[{"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/media?parent=152676"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/categories?post=152676"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/xira.com\/p\/wp-json\/wp\/v2\/tags?post=152676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}