The conversation about AI replacing lawyers, when it happens publicly, tends to focus on visible, prestigious work. Will AI replace M&A partners? Will big-firm litigators be obsolete? These questions get attention because the people asking them work at, or report on, large firms.
Almost nobody is writing about the part of the legal profession where the disruption is already happening: the bottom half. The solo practitioners. The small firms that survive on a steady diet of contract reviews, small claims, basic estate planning, simple commercial disputes. The lawyers who, until recently, made a modest but stable living from the thousand small legal needs that exist below the threshold where a large firm would bother engaging.
This part of the profession is being hollowed out right now, in something close to real time. And I don’t see anyone writing about it.
What I have started hearing
I have started hearing things from acquaintances and former colleagues that did not used to be normal.
A lawyer I know, who had a perfectly respectable solo practice doing contract reviews for small businesses, told me at a dinner that he made a few thousand RMB total over the previous six months. That’s not a fee. That’s six months of total revenue. He has been a practicing lawyer for over a decade. He used to be busy.
Another acquaintance, who runs a small two-person firm handling small commercial disputes, told me that the inquiries have been slowly drying up for the past eighteen months. The clients who used to come in for help with a five-thousand-RMB matter are not coming in anymore. Some of them—she knows this because she has asked—are using AI tools to handle the matter themselves, or are simply not bothering to formalize what they would have formalized two years ago.
I have heard variations of this story from at least a dozen people now. The pattern is consistent. Lawyers who used to make a living from the volume of small matters are watching the volume disappear. They are not, mostly, complaining about it loudly, because it’s embarrassing to admit. They are quietly running down savings, taking on side work, considering whether to leave the profession.
This is the part of the AI disruption that nobody is writing about. Because the lawyers it’s affecting don’t have platforms. They don’t write op-eds. They don’t speak at conferences. They are not the visible face of the legal profession. They are the demographic majority of the legal profession, and they are disappearing.
Why the bottom half goes first
The economics of this are straightforward, once you look at them.
Large firms charge enough per hour that AI’s productivity gains, for now, mostly accrue to the firm rather than displacing it entirely. A partner billing $1,200 per hour who is now 30 percent more productive with AI is making more money, not less. The client is, perhaps, getting slightly cheaper service or slightly better service, but the partner’s existence is not yet threatened.
Small-firm and solo practice operates on a completely different cost structure. A lawyer who used to make $200-500 for a contract review is competing with a tool that does an acceptable version of the same task for free or near-free. The client’s calculation is not “should I pay $300 for a lawyer or $1,000 for a lawyer”; it’s “should I pay $300 for a lawyer or $0 for an AI tool.” That is a different question, and the answer is increasingly the latter.
The disruption hits the bottom of the market first because the bottom of the market is where the price difference is most visible. A small business deciding whether to hire a lawyer for a $500 task is now deciding whether to spend $500 versus spend nothing. A major corporation deciding whether to hire a firm for a $500,000 task is comparing $500,000 to $400,000 or some other significant number—the AI option is not zero in that context, because the corporation needs the kind of judgment that AI doesn’t deliver, and that judgment costs money.
So the disruption flows from the bottom up, not from the top down. The headlines will eventually catch up to this, but for now, the visible conversation is about the wrong part of the profession.
What’s actually disappearing
Let me try to be specific about what’s disappearing, because “small-stakes legal work” is vague.
Contract review for small businesses. A small business that used to spend $200-500 having a lawyer review a contract before signing now runs the contract through an AI tool and decides whether to sign on that basis. The lawyer who used to do that review has lost the work. The client may or may not be making a worse decision—the AI’s review is often good enough for the kind of low-stakes contracts a small business signs—but the lawyer’s income is gone either way.
Basic legal research for small matters. Lawyers used to charge for an hour or two of research to answer a discrete legal question for a small client. The small client can now ask an AI tool the same question and get a competent answer in three minutes. The cost is zero. The lawyer who used to do that research has lost that revenue.
Simple document drafting. Wills, basic powers of attorney, simple letters, demand letters, lease agreements for individual residential properties. All of these are tasks where the AI’s output is at the 70-point level that I have written about before. For low-stakes matters, 70 points is plenty. The lawyer who used to charge $300-500 for these documents is competing with $0.
Initial consultations on simple matters. A client used to schedule a $200-300 consultation to get oriented to a problem. They now get oriented to the problem by chatting with an AI for thirty minutes. By the time they decide they need a lawyer—if they decide they need a lawyer—they have already extracted the value that the initial consultation used to provide.
Each of these categories supported a meaningful number of solo and small-firm lawyers. Each of these categories is shrinking. The shrinkage is happening in different markets at different rates, but the direction is the same everywhere.
Why the affected lawyers don’t speak up
The lawyers whose livelihoods are being affected mostly don’t talk about it publicly. There are several reasons.
Pride. Admitting that AI has eroded your practice is admitting that your work was, in some sense, replaceable. Most lawyers prefer to think of their work as too sophisticated to be replaced. They will struggle for a long time before they articulate, even to themselves, that the work has dried up because the work is no longer needed at the rates they charge.
Professional identity. Lawyering is, for most lawyers, more than a job. It is who they are. Leaving the profession or admitting irrelevance feels like losing a piece of identity. The natural response is to keep going, to take on side work, to hope this is temporary.
Lack of platform. The lawyers most affected are the ones least likely to have the kind of public voice that produces op-eds and conference talks. They are small-town practitioners, part-time lawyers, people whose work happens far from the spotlight. The legal media doesn’t cover their disappearance because they were never covered when they were thriving either.
The disruption is slow and uneven. It is not happening in one quarter, in one announcement, in one news cycle. It is happening over years, in ways that look like personal misfortune to the person experiencing it. The lawyer with six months of $3,000 revenue does not feel like part of a trend. They feel like they are individually having a bad year.
This combination of factors means that the most affected part of the profession is also the least visible. The conversation about AI and lawyers happens above their heads, between people whose careers are not yet at risk.
What this means for the profession
Several uncomfortable observations.
First, the legal profession is going to bifurcate further. There will be a smaller number of high-end practices that survive on genuinely sophisticated work, and a much smaller number of low-end practices that survive on whatever AI can’t handle. The middle—the volume of small-stakes work that used to support a broad base of practitioners—is going to thin out dramatically. Within ten years, I suspect the “small-firm lawyer doing routine work for routine clients” will be a much smaller category than it is today.
Second, the bar associations are not equipped for this. The infrastructure that supports the legal profession—bar associations, mandatory CLE, professional discipline, malpractice insurance—was built for a profession with a thick middle. When the middle thins out, the per-lawyer cost of that infrastructure rises, which puts additional pressure on the lawyers who remain. The bar associations are going to have a fiscal crisis that they are not yet preparing for.
Third, this hits law schools hard. A profession that hires fewer associates, that has fewer solo practitioners surviving, that has fewer mid-career lawyers building stable practices, is a profession that does not need as many law schools. The contraction is coming. Some law schools will close. Most law schools will not openly admit that the model is breaking until the closures are already in motion.
Fourth, and most importantly, the people who are losing their livelihoods are not losing them because they did anything wrong. They went to law school. They passed the bar. They built practices doing legitimate, useful work for people who needed legal services. The disruption is happening to them in a way they did not cause and largely cannot adapt to within the constraints of their current practice. This is not their fault. It is, however, their problem.
I write about this because I think the legal profession owes its bottom half a more honest conversation than it has been having. The disruption is here. It is not theoretical. It is not about partners at large firms losing some marginal billing. It is about lawyers a decade into their careers running out of work and not knowing how to talk about it.
Whatever the right policy response is—and I’m not sure I know what it is—the first step is acknowledging that the disruption is happening to the bottom of the profession first, faster, and more permanently than the conversation has admitted. The people writing about AI and lawyers should spend more time talking to solo practitioners. The lawyers writing about it are mostly the ones with the most to lose if the conversation gets honest. That has to change.
Part of an ongoing series on the changing economics of legal practice. Related: how the billable hour dies first in transactional work and why a generation of associates is becoming AI’s servants.
If you’re a solo or small-firm lawyer whose work has dried up, I’d be interested in your story. Email [email protected]. I won’t publish anything without permission, but I read everything.