Jay Madheswaran
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a16z · Why AI Could Turn Small Law Firms Into Billion-Dollar Businesses
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Can AI Turn a Small Law Firm Into a Billion-dollar Business?
Alex Rampell says a small law firm powered by Eve could become a billion-dollar revenue business. Morgan & Morgan, which he calls the biggest trial firm, already has billions of dollars in revenue, while the average firm stays small. He pictures the caseload moving from about 100 cases per attorney to 500, and maybe 5,000 later, and asks why a practice would stay in one very small New Jersey office instead of becoming a larger institution.
He puts that question to Jay Madheswaran. Jay says many of these firms will look more like software companies and will finally join the software shift they were left out of for the last 30 years.
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How Does Eve Answer Discovery Dumped Before a Holiday?
Jay Madheswaran says one law firm built an agent on Eve that sends discovery responses the same day a defense team tries to bury them before a holiday. Defense firms still run on an hourly business model and have not caught up to the pace of the attorneys Eve works with, which leaves a pricing asymmetry.
Defense counsel used to wait and push discovery request dates out until a day before Thanksgiving or a major holiday, then send the requests. They expected the lawyer to leave for vacation, get stuck with the workload, and either rush the work or do a poor job. The move had become a repeated tactic, so the firm created an agent on Eve to respond the same day. The next time the requests came
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Will Every Legal Case Go to Court?
Jay Madheswaran says not every legal case will go to court. He calls it most likely, and inevitable, that systems will be created so not everything goes to the core system. Law already uses that framework.
Some types of veterans affair cases go through a different committee. Labor and employment goes through the EEOC in a lot of cases before it goes through. Employers have figured out different ways to mediate and have arbitration that does not necessarily go through the court system.
The framework evolves. He expects more of these side paths, so more disputes are handled without all of them reaching the core system.
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How Much of Legal Representation Is AI?
Jay Madheswaran’s framework is that an individual still needs representation, and the work on that representation is 99% AI, maybe 99.9% AI. A small human share always remains, and people still make a positive difference to the outcome of the case.
Institutions on the defense side have more resources, more money, and more time, and time is another powerful weapon. Individuals are in debt to pay their fees. Defense tries to rely on centralization and standardization while an attorney fights the case and pushes it toward litigation. A lot more cases are going to have teeth. Routine back and forth is going to happen through agents talking to agents. The difference maker is what the attorney un
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Does Eve Train on a Law Firm's Cases?
Jay Madheswaran says Eve never trains on a law firm's own case data. Eve follows the rules of engagement already used in the industry and amplifies them with software. A firm's own cases stay private because attorney-client privilege requires it.
Lawyers still compare tactics in person. They travel and attend CLE, including how they went up against State Farm defenses, because State Farm repeats the same defense across the board. The sharing question covered a four-attorney practice in New Jersey and a seven-attorney practice in Arizona, both likely facing State Farm and Geico. Eve's stance is to amplify the existing rules with software rather than train on private case files.
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Can One Attorney Manage 500 Clients?
Jay Madheswaran says one firm in LA went from managing about 100 clients per attorney to 500, and that kind of jump is possible.
The firm worked hard and used Eve to the maximum, from intake through settlement. Agents field the call, run qualification, and remove the relay of passing work from one attorney to another and then to a case manager. Briefs before a mediator discussion say what to focus on, what the settlement outcome should look like for similar cases, and which tactics were used before.
The case moves forward continuously, and the lawyer helps it do a better job than it could do by itself. In his view, the future of law has the lawyer looking more like a data scientist and an
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How Does Eve Help Law Firms Take More Cases?
Jay Madheswaran says Eve helps a law firm take more cases by handling the work behind every call, which is what now limits growth. The math for the firm is simple. The more people a firm represents, the more money it makes. Firms still deny many cases because the cases are too expensive to take on. Demand is not the constraint. The constraint is the supply of labor: enough people inside the firm to service the problem.
Someone driving by sees the attorney's face and forgets the people behind it and the work every call takes. Eve is there to help with that work. A small firm might have one attorney plus a case manager or office manager who takes the first call and notes it down. The lawyer r
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How Many Clients Can One Lawyer Handle With Eve?
Jay Madheswaran says one firm in LA used Eve to go from managing about 100 clients per attorney to 500. Using Eve makes the firm a lot more money, because Eve is built to handle a plaintiff case end to end and take the labor constraint off each lawyer.
Plaintiff law historically needed little more than a cell phone and an email address. No software had solved the core problem, which is labor. People cannot pay $500 or $600 an hour on a blank check for however long the case might take. Most people think of AI as a way to fire everybody and cut costs. Eve is aimed at that labor limit, so the same attorneys can carry the larger caseload and the firm earns more.
The LA firm shows what changes