Why law firms should resist the lure of the AI spin-off

Freshfields, a centuries-old law firm, is exploring a carve-out of its AI unit with a putative multibillion-dollar price tag, as bankers reach out amid soaring AI valuations. While a spin-off could raise external capital and broaden the market by allowing third-party use of its AI tools, the article argues it's a siren song best resisted. High valuations in legal tech — such as Legora, valued at 30 times recurring revenue — do not reflect the sector's lack of profitability and rising token costs.

Many AI-powered product firms subsidize offerings through decoupled fees, and shifting to usage-based models may drive customers to cheaper peers. The legal AI sector is crowded, with frontier labs, wrappers like Legora and Harvey, and peers all investing heavily. Legalcomplex reports the sector has already pulled in $7bn this year.

Law’s total turnover is $1.1tn, with only 4-5% going to IT; even allocating a quarter of that to legal AI implies a sub-$14bn market. Instead of spinning out, law firms should either keep AI proprietary if truly game-changing or mix and match by buying tools alongside homegrown ones for flexibility. Lawyers, susceptible to AI’s allure, should follow bankers’ actions, not advice — after all, few Wall Street giants have spun out their AI units.

Freshfields، a centuries-old law firm, is exploring a carve-out of its AI unit with a putative multibillion-dollar price tag, as bankers reach out amid soaring AI valuations. While a spin-off could raise external capital and broaden the market by allowing third-party use of its AI tools, the article argues it's a siren song best resisted. High valuations in legal tech — such as Legora, valued at 30 times recurring revenue — do not reflect the sector's lack of profitability and rising token costs.

Many AI-powered product firms subsidize offerings through decoupled fees, and shifting to usage-based models may drive customers to cheaper peers. The legal AI sector is crowded, with frontier labs, wrappers like Legora and Harvey, and peers all investing heavily. Legalcomplex reports the sector has already pulled in $7bn this year.

Law’s total turnover is $1.1tn, with only 4-5% going to IT; even allocating a quarter of that to legal AI implies a sub-$14bn market. Instead of spinning out, law firms should either keep AI proprietary if truly game-changing or mix and match by buying tools alongside homegrown ones for flexibility. Lawyers, susceptible to AI’s allure, should follow bankers’ actions, not advice — after all, few Wall Street giants have spun out their AI units.

Freshfields, a centuries-old law firm, is exploring a carve-out of its AI unit with a putative multibillion-dollar price tag, as bankers reach out amid soaring AI valuations. While a spin-off could raise external capital and broaden the market by allowing third-party use of its AI tools, the article argues it's a siren song best resisted. High valuations in legal tech — such as Legora, valued at 30 times recurring revenue — do not reflect the sector's lack of profitability and rising token costs.

Many AI-powered product firms subsidize offerings through decoupled fees, and shifting to usage-based models may drive customers to cheaper peers. The legal AI sector is crowded, with frontier labs, wrappers like Legora and Harvey, and peers all investing heavily. Legalcomplex reports the sector has already pulled in $7bn this year.

Law’s total turnover is $1.1tn, with only 4-5% going to IT; even allocating a quarter of that to legal AI implies a sub-$14bn market. Instead of spinning out, law firms should either keep AI proprietary if truly game-changing or mix and match by buying tools alongside homegrown ones for flexibility. Lawyers, susceptible to AI’s allure, should follow bankers’ actions, not advice — after all, few Wall Street giants have spun out their AI units.

Freshfields, una firma de abogados de siglos de antigüedad, está explorando un desprendimiento de su unidad de IA con un precio potencial de miles de millones de dólares, mientras los banqueros se ponen en contacto tras el auge de las valuaciones de IA. Aunque un desprendimiento podría recaudar capital externo y ampliar el mercado al permitir terceros uso de sus herramientas de IA, el artículo argumenta que es un canto de sirena mejor resistir. Las altas valuaciones en legal tech —como Legora, valorado en 30 veces ingresos recurrentes— no reflejan la falta de rentabilidad del sector y los costos crecientes de tokens.

Muchas empresas de productos de IA subsidiarios mediante tarifas desacopladas, y cambiar a modelos basados en uso puede impulsar a los clientes hacia competidores más baratos. El sector legal de IA está abarrotado, con laboratorios de frontera, como Legora y Harvey, y compañeros invirtiendo fuertemente. Legalcomplex informa que el sector ya ha captado 7.000 millones de dólares este año.

La rotación total de la ley es de 1.1 billones de dólares, con solo 4-5% destinada a TI; incluso asignando un cuarto de eso a IA legal implica un mercado de menos de 14.000 millones. En lugar de desprenderse, los bufetes deberían mantener IA propietaria si verdaderamente revolucionaria, o combinar herramientas compradas con las propias para mayor flexibilidad. Los abogados, susceptibles al encanto de la IA, deberían seguir las acciones de los banqueros, no su consejo —después de todo, pocos gigantes de Wall Street han desprendido sus unidades de IA.

Freshfields, a centuries-old law firm, is exploring a carve-out of its AI unit with a putative multibillion-dollar price tag, as bankers reach out amid soaring AI valuations. While a spin-off could raise external capital and broaden the market by allowing third-party use of its AI tools, the article argues it's a siren song best resisted. High valuations in legal tech — such as Legora, valued at 30 times recurring revenue — do not reflect the sector's lack of profitability and rising token costs.

Many AI-powered product firms subsidize offerings through decoupled fees, and shifting to usage-based models may drive customers to cheaper peers. The legal AI sector is crowded, with frontier labs, wrappers like Legora and Harvey, and peers all investing heavily. Legalcomplex reports the sector has already pulled in $7bn this year.

Law’s total turnover is $1.1tn, with only 4-5% going to IT; even allocating a quarter of that to legal AI implies a sub-$14bn market. Instead of spinning out, law firms should either keep AI proprietary if truly game-changing or mix and match by buying tools alongside homegrown ones for flexibility. Lawyers, susceptible to AI’s allure, should follow bankers’ actions, not advice — after all, few Wall Street giants have spun out their AI units.

Freshfields, एक शताब्दी पुरानी कानून फर्म, एआई इकाई के स्पिन-ऑफ की खोज कर रही है, जिसका मूल्य अरबों डॉलर हो सकता है, क्योंकि बैंककर्ताओं AI मूल्यवृद्धि के बीच संपर्क कर रहे हैं। हालांकि अलगाव बाहरी पूंजी जुटा सकता है और तीसरे पक्ष के उपयोग के लिए अपने एआई उपकरणों को व्यापक बना सकता है, लेकिन लेख का तर्क है कि इसे सर्वोत्तम रूप से प्रतिरोध करना चाहिए। कानूनी तक क्षेत्र में उच्च मूल्यवर्ग — जैसे Legora, प्रति राजस्व 30 गुना के मूल्यांकन — क्षेत्र की लाभहीनता और बढ़ते टोकन लागत को दर्शाते नहीं हैं। कई एआई-संचालित उत्पाद कंपनियां अलग किए गए शुल्क के माध्यम से अपने प्रस्तावों को सब्सिडाइज करती हैं, और उपयोग-आधारित मॉडल में स्थानांतरित करना सस्ते सहपाठियों की ओर ग्राहकों को ले जा सकता है। कानूली एआई क्षेत्र भीड़भाड़ वाला है, फ्रंटियर प्रयोगशालाओं, Legora और Harvey जैसे आवरण और साथी सभी भारी निवेश कर रहे हैं। Legalcomplex ने बताया कि क्षेत्र ने इस वर्ष अब तक 7 बिलियन डॉलर आकर्षित किए हैं। कानून का कुल कारोबार 1.1 ट्रिलियन डॉलर है, जिसमें केवल 4-5% IT के लिए जाता है; उसमें से एक चौथाई भी कानूली एआई को आवंटित करने से 14 बिलियन डॉलर से कम का बाजार बनता है। एआई स्पिन-ऑफ के बजाय, कानून फर्मों को या तो एआई को स्वामित्व में रखना चाहिए यदि यह वास्तव में गेम-चेंजिंग है, या घरेलू उपकरणों के साथ खरीदे गए उपकरणों को मिश्रण करके लचीलापन के लिए मिश्रण करना चाहिए। वकील एआई के आकर्षण के प्रति संवेदनशील होते हैं, उन्हें बैंकरों के कार्यों का पालन करना चाहिए, न कि सलाह — अंत में, कुछ वॉल स्ट्रीट दिग्गजों ने अपनी एआई इकाइयों का स्पिन-ऑफ नहीं किया है।

Freshfields, a centuries-old law firm, is exploring a carve-out of its AI unit with a putative multibillion-dollar price tag, as bankers reach out amid soaring AI valuations. While a spin-off could raise external capital and broaden the market by allowing third-party use of its AI tools, the article argues it's a siren song best resisted. High valuations in legal tech — such as Legora, valued at 30 times recurring revenue — do not reflect the sector's lack of profitability and rising token costs.

Many AI-powered product firms subsidize offerings through decoupled fees, and shifting to usage-based models may drive customers to cheaper peers. The legal AI sector is crowded, with frontier labs, wrappers like Legora and Harvey, and peers all investing heavily. Legalcomplex reports the sector has already pulled in $7bn this year.

Law’s total turnover is $1.1tn, with only 4-5% going to IT; even allocating a quarter of that to legal AI implies a sub-$14bn market. Instead of spinning out, law firms should either keep AI proprietary if truly game-changing or mix and match by buying tools alongside homegrown ones for flexibility. Lawyers, susceptible to AI’s allure, should follow bankers’ actions, not advice — after all, few Wall Street giants have spun out their AI units.

Freshfields, a centuries-old law firm, is exploring a carve-out of its AI unit with a putative multibillion-dollar price tag, as bankers reach out amid soaring AI valuations. While a spin-off could raise external capital and broaden the market by allowing third-party use of its AI tools, the article argues it's a siren song best resisted. High valuations in legal tech — such as Legora, valued at 30 times recurring revenue — do not reflect the sector's lack of profitability and rising token costs.

Many AI-powered product firms subsidize offerings through decoupled fees, and shifting to usage-based models may drive customers to cheaper peers. The legal AI sector is crowded, with frontier labs, wrappers like Legora and Harvey, and peers all investing heavily. Legalcomplex reports the sector has already pulled in $7bn this year.

Law’s total turnover is $1.1tn, with only 4-5% going to IT; even allocating a quarter of that to legal AI implies a sub-$14bn market. Instead of spinning out, law firms should either keep AI proprietary if truly game-changing or mix and match by buying tools alongside homegrown ones for flexibility. Lawyers, susceptible to AI’s allure, should follow bankers’ actions, not advice — after all, few Wall Street giants have spun out their AI units.

Freshfields, a centuries-old law firm, is exploring a carve-out of its AI unit with a putative multibillion-dollar price tag, as bankers reach out amid soaring AI valuations. While a spin-off could raise external capital and broaden the market by allowing third-party use of its AI tools, the article argues it's a siren song best resisted. High valuations in legal tech — such as Legora, valued at 30 times recurring revenue — do not reflect the sector's lack of profitability and rising token costs.

Many AI-powered product firms subsidize offerings through decoupled fees, and shifting to usage-based models may drive customers to cheaper peers. The legal AI sector is crowded, with frontier labs, wrappers like Legora and Harvey, and peers all investing heavily. Legalcomplex reports the sector has already pulled in $7bn this year.

Law’s total turnover is $1.1tn, with only 4-5% going to IT; even allocating a quarter of that to legal AI implies a sub-$14bn market. Instead of spinning out, law firms should either keep AI proprietary if truly game-changing or mix and match by buying tools alongside homegrown ones for flexibility. Lawyers, susceptible to AI’s allure, should follow bankers’ actions, not advice — after all, few Wall Street giants have spun out their AI units.

Freshfields，一家百年老字号的律师事务所，正探索其AI业务的剥离，估值可能高达数十亿美元，银行家在AI估值飙升的背景下接触该事务所。虽然剥离可筹集外部资本，并允许第三方使用其AI工具从而拓大市场，但文章认为这最好抵制。法律科技领域的高估值——如Legora按每年经常性收入30倍估值——并不反映该行业的缺乏盈利能力和不断上升的代币成本。许多由AI驱动的产品公司通过分离费用补贴其产品，转向基于使用的模型可能会驱动客户转向更便宜的竞争对手。法律AI领域人满为患，前沿实验室、如Legora和Harvey的外壳以及同行都在大量投资。Legalcomplex报道该行业今年已吸引70亿美元。法律总营业额为1.1万亿美元，仅有4-5%用于IT；即使将其中四分之一分配给法律AI，也意味着低于140亿美元的市场。与其拆分，律师事务所要么如果AI真正具有颠覆性则保持专有，要么通过购买工具与自研相结合以保持灵活性。律师容易被AI的魅力吸引，应跟随银行家的行动，而非建议——毕竟，很少有华尔街巨头拆分了他们的AI业务。