Adapt or be left behind: AI firms, outside capital, and the ethical way in.

A month ago I wrote that the new frontier in legal services is not artificial intelligence but a practice organized around the life of a company instead of the clock of the lawyer. Since then the industry has supplied the evidence faster than I expected. In the weeks around that article, a legal AI company raised money at a $15.5 billion valuation and a venture-backed law firm raised $17 million on an openly described management-company structure; earlier in the year another venture-backed firm reported negotiating more than a billion dollars of contracts in its first twelve months, and the nation's largest personal-injury firm hired an investment bank to sell a stake. This piece is about what those events have in common, why the ethics rules that appear to forbid most of it do not, and what a firm that intends to be here in ten years has to do now.

What happened while the profession was debating

Start with the tools. On September 9, Harvey raised $550 million at a $15.5 billion valuation, led by Diffusion and Lightspeed, and said that 80 percent of the Am Law 100 now use it. That number is the end of an argument. The question of whether large firms would adopt generative AI for legal work has been answered; what remains is who captures the value of the time it saves — the firm, the client, or the vendor.

Then the firms. Crosby, a New York law firm that pairs its own software with its own lawyers to negotiate commercial contracts, closed a $60 million Series B in April led by Lux Capital and Index Ventures, and said it had gone from $30 million of contracts negotiated at launch to more than a billion in under a year. Eudia raised $105 million from General Catalyst and opened a regulated legal-services business in Arizona. Garfield AI in London became the first AI-driven firm authorized by the Solicitors Regulation Authority. Avantia, a funds-and-private-equity firm with no billable hours, was acquired by Carta. Covenant raised a seed round to do fund formation. And on October 1, Arceus, a San Francisco firm built around a proprietary operating system, raised $17 million led by Greycroft — structured, by its own and the trade press's description, as a management services organization, with investor capital in the operating company and licensed attorneys approving every piece of work.

Then the capital. Uplift Investors closed a $670 million fund in July dedicated to law-firm management companies and has signed four of them, starting with a Louisiana personal-injury firm in January. Rafi Law Group in Arizona spun out a services company with $125 million of private equity at a reported valuation near $450 million. Massumi & Consoli in Los Angeles signed with Dallas-based Trive Capital in May. Morgan & Morgan, with $2.4 billion in annual revenue, retained JPMorgan in June to explore a minority sale that could exceed a billion dollars. McDermott Will & Schulte confirmed preliminary talks last November. Holland & Knight's legal-services-transactions team reportedly closed more than fifteen management-company deals in six months with roughly a hundred more in process. Arizona, which abolished its version of Rule 5.4 in 2021, had licensed 136 alternative business structures by April 2025, KPMG among them.

Three different things are happening at once — software vendors scaling, law firms being built from scratch around software, and outside capital buying the infrastructure of existing firms — and they are converging on the same conclusion. The economics of a law practice are no longer in the hour. They are in the system that produces the work, and the people who own that system are increasingly not the lawyers.

The wall, and the door in it

Every one of those transactions had to get past the same rule. In Texas it is Disciplinary Rule 5.04: a lawyer may not share legal fees with a nonlawyer, may not practice in a firm a nonlawyer owns or directs, and may not let anyone who pays for the work direct the lawyer's professional judgment. Most states have the same rule, and most of them are not relaxing it. Arizona removed it. Puerto Rico now allows 49 percent nonlawyer ownership with a three-year review. Utah's sandbox has shrunk from 39 participants to 11 and has told pure alternative-business-structure entrants they no longer qualify. California went the other way in October 2025 with AB 931, which bars its lawyers from sharing contingency fees with out-of-state alternative structures for four years; Colorado followed in June with a fee-sharing prohibition act that carries a private right of action; Illinois passed a bill in May that bars entities not wholly lawyer-owned from touching hiring, judgment, or client files. The wall is not coming down in most of the country. It is being rebuilt.

And yet the deals close, because the wall has a door that the rule itself describes. A lawyer may buy technology, staff, space, marketing, finance, and administration from anyone. The management services organization — the structure Arceus announced, the structure Uplift's fund exists to build, the structure behind most of the deals above — is simply a separate company that owns the non-legal infrastructure of a practice and sells it to the law firm under a long-term services agreement. Investors own the management company. Lawyers own the law firm. The law firm keeps every legal fee and every decision about every client.

Texas has been unusually clear about where that line runs. In February 2025, the Professional Ethics Committee issued Opinion 706, addressing a nonlawyer-owned company that offered case management, back-office support, and technology to law firms, and a lawyer who wanted to invest in it. The Committee's answer had three parts, and together they are a specification. First, a lawyer may hold equity in a company that sells services to law firms, alongside nonlawyers, so long as the company does not practice law. Second, the company's fee may not be a share of the lawyer's revenue or profits — not even indirectly, not even anonymized and aggregated — because that is fee-sharing under Rule 5.04 whatever it is called; a flat fee, a per-lawyer fee, or a cost-plus schedule is permissible. Third, when a firm uses, in client matters, the services of a company its lawyers own, that is a business transaction with the client under Rules 1.06 and 1.08: the terms must be disclosed, the client must be told they may consult independent counsel, and the client's informed consent must be in writing. California's statute, for what it is worth, carves out exactly the same shape — flat-fee management arrangements that pay nothing for referrals and do not scale with recoveries.

So the ethical question is not whether a Texas firm may take outside capital into the system that produces its work. It may. The question is whether the firm has drawn the line in the right place and written it down.

What the line looks like when it is drawn correctly

I can describe this with some specificity because it is how Windward Counsel is built. The firm's technology — Windward Helm, the system that moves a matter from intake through drafting to release — and its administrative operations are owned and operated by Windward Management Group, LLC, a management services company that provides those services to the firm under a management services agreement and does not practice law. The firm's partners hold an interest in the management company, and that interest is disclosed in every engagement letter the firm issues. Client trust funds never touch the management company. Every document that leaves the firm is released by a Texas-licensed attorney, and nothing in the services agreement gives anyone at the management company a say in how a lawyer handles a matter. That is Opinion 706, implemented.

The design points that matter, for any firm considering the same path, are these. The management company should own what is genuinely infrastructure — the software, the data pipeline, the templates and precedent library as a licensed asset, the non-lawyer staff, the marketing, the finance function — and nothing that is the practice of law. Its fee should be fixed, per-seat, or cost-plus, set in advance, and never computed from what the firm bills or collects; the moment it floats with revenue, Opinion 706 says the arrangement is fee-sharing and the whole structure is exposed. Governance should leave a lawyer in ultimate charge of the firm and give the management company's owners creditor-like rights over the business relationship, not operational control over lawyers. Confidentiality should be engineered rather than promised: permission-aware access, no training on client material, and audit trails that would satisfy a bar grievance committee, not just a procurement officer. The disclosure should be in the engagement letter, in plain language, with the independent-counsel recommendation that the Rules require. And the exit should be thought through at the beginning, because the hardest question in a management-company deal is not the fee formula but who owns the infrastructure, and on what terms the firm can keep using it, if the investors sell.

Adapt, or be left behind

Here is the uncomfortable arithmetic for a conventional firm. The largest American law firms distributed roughly $69 billion of profit to their partners last year; that is the figure Crosby's founders cite when they argue the industry would rather pay out than reinvest. A firm that distributes everything annually cannot build a system; it can only rent one. The vendors know it, which is why a software company can be worth $15.5 billion selling to firms that could never have built the product themselves. The venture-backed firms know it, which is why they are competing for the most repeatable, highest-volume work — contracts, funds, debt recovery, formations — on fixed prices that an hourly practice cannot match without losing money. And the private-equity funds know it, which is why the first wave of management-company deals is in personal injury, where the work is standardized and the client-acquisition machine is the business.

What follows for everyone else is not complicated, but it is not optional. Price the work before you do it, because a client who can get a fixed price from a competitor will not accept an estimate from you. Instrument the work — every matter, every template, every review decision — so that the firm's judgment accumulates in a system instead of leaving with the associate. Decide whether to own that system or rent it, knowing that renting it from a vendor valued at $15.5 billion means the vendor's margin is coming out of yours. If owning it requires more capital than annual distributions allow, structure the capital the way Texas has already said it may be structured: in a management company, on a fixed fee, with the lawyers in charge and the clients told. And retrain the lawyers for the work that is left when assembly is automated, which is scope, judgment, and the willingness to put a name on a result.

The firms that do this will not look like the firms that do not, and the difference will be visible in their price lists before it is visible in their survival. The regulators are not going to resolve this for anyone; they are moving in opposite directions in different states, and in Texas they have said what they are going to say. The frontier, as I argued in September, is organizational. The last month has shown how much money has already figured that out.

Scott Beckmen is the Managing Partner of Windward Counsel, PC, a business law firm in Flower Mound, Texas. The description of Windward Counsel's structure reflects disclosures the firm makes in its engagement letters. This article is the author's perspective and general information as of its date, not legal or ethics advice about any firm's structure; Texas Professional Ethics Committee opinions are persuasive, not binding, and the rules differ materially by state. Attorney advertising. Not certified by the Texas Board of Legal Specialization.

This article is general information about developments in Texas and federal law as of its publication date, not legal advice about any specific tract, lease, project, or offering. Laws and rules change; talk to counsel about your situation before acting. Attorney advertising.