
Episode replay: How Josh Schmerling Turned a Bottleneck into an AI Breakthrough—and Built a Blueprint for Growth
Loading summary
A
Most agencies sell promises. Rankings delivers proof. We've taken firms from invisible to number one in the toughest PI markets in the country. And while others are still scrambling to figure out ChatGPT, we're already optimizing for AI search. So your firm is the first answer clients see. Lead the pack, don't get left behind. Visit Rankings IO for aio, also known as AI Search, and start dominating Search today.
B
One day I woke up and I just said, this isn't enough. This is one life I have. Are there more people that we can help and be a greater influence in our community? And our vision now is to help 10,000 injured people over the next 10 years.
A
Josh Smearling, partner at Zirkin and Smearling Law, is the kind of leader that can make big dreams a reality. Resourceful, proactive, innovative. This is Personal Injury Mastermind. Let's get into it.
B
The biggest issue for my office in terms of growth was how to deal with all the medical records.
A
Josh took control. He identified the choke point and built a custom solution.
B
Law firm has helped with that a ton in terms of just dealing with the medical records, writing demand letters about medical treatment, which is why I created.
A
In this episode, you'll learn how to spot bottlenecks that could hold your firm back and how to think bigger and build smarter so you can scale your practice without sacrificing quality. This is Personal Injury Mastermind. Let's get into it.
B
I have the law firms, Eric and Schmolln Law, we're based in Baltimore, handle exclusively personal injury and workers comp. And then also I Co founded LawPro AI, which is a tech startup in the AI space where we take medical records, create case chronologies, summaries, demand letters. Anything you want to know about the medical records is really what we focus on. We're signing up more clients every month right now than we ever have before. And the law firm is growing faster than ever has before. We have a great team of people and we as we have grown, we've been able to increase our team and have people that have been with us for a long time move up. And then with LawPro AI, we are in most states throughout the country at this point working with some of the biggest personal injury law firms in the country and then of course work with some, you know, smaller mom and pop shops, you know, one, two, three person firms and just having great experience with all of our customers and, and continue to grow there. So two really great things happening at the same time, which is taking up a lot of my Time nowadays, you.
A
Said more cases than ever. You got a huge docket. I think you got, I think in our, our research, at least 1300 plus cases. Give me like a picture of the firm, team size, touch more on the caseload, Just whatever you feel comfortable sharing.
B
We've been around since about 2007, 2008, and about three years ago, I made the decision that I really want us to grow faster. Things have been going great and I was happy, but it was time to just really take off. And we put a lot more resources into marketing, into sales, into hiring, and it's just been like a wildfire since then. Our biggest problem right now is we're out of space. So I moved into an office space that I thought was me. Plenty enough space for us. And we're out. We have about 35 team members, roughly. We're trying to hire five more right now and just continue to grow, grow the business. We're bringing in about three times as many cases now than we were last year at this time.
A
So what was that mindset? What was the shift that you're like, hey, I really want to grow now. Like, was it you felt the confidence? You had, like, the infrastructure? Like, what was that trigger really came.
B
Down to, can we help a lot more people? And I woke up one day and I said, you know, this is one life I have, and I'm doing well right now, and I'm happy, but are there more people that we can help and be a greater influence in our community? And we actually changed our vision just recently. And our vision now is to help 10,000 injured people, whether workers or people injured through negligence, over the next 10 years in our community. And so that's our vision. Right now. We're on pace to hit that and exceed it, and then we'll increase our vision from there.
A
When you say community, are you referring to the state of Maryland? Like, how do you define community?
B
Yeah, the whole state of Maryland. We're present the whole state of Maryland, but we also focus in, specifically in the Baltimore, Baltimore County, Baltimore City region. My law partner is a former state senator from Baltimore County. So we've been very active in the community for over 20 years. At this point, you start putting the.
A
Foot on the gas. Like, what were some of the things you did to grow your caseload grew? I mean, what marketing strategies, how you approach the community? Let's dig into that a little bit.
B
Yeah, so I mean, the biggest issue for my office in terms of growth was how to deal with all the medical records. So as we continue to grow. We had more and more medical records coming in because we had more and more cases coming in. And it would always be an issue in terms of how fast could we read the records to understand what the positive and negative value drivers are and then how long is it going to take us to do that and then write the demand. And it was just slowing down the whole process. And I had my best people in my office, my top, top paralegals reading medical records all day. And I knew that there was a better way for them to handle our office, to help with our office than just sitting and reading medical records. I Co founded LawPro AI about two years ago, a little bit less than two years ago. We went to market about a year ago and that has taken my top people, my top staff, and instead of them having to read medical records all day long, they're now able to. One of them is my director of operations now and she's helping move the whole office. So instead of her reading medical records, she's hiring, she's making sure company culture is going well. She's taking on some of my biggest cases as a paralegal. She's doing a whole plethora of things that. So lawpra has helped with that a ton in terms of just dealing with the medical records, writing demand, follow up letters about medical treatment. Which is why I create it where I think we're one, if not the only one in this category of AI that really is shaped and co founded by a practicing lawyer who has a practicing personal injury law firm. And that has been really, really helpful in terms of helping our growth. And then it's just been, you know, marketing, sales intake team, just making sure that we understand all the different steps we need to take, having more processes and procedures. You know, when you start as a law firm, you're just trying to get as many cases you can and make sure to keep on the lights. And then as you get bigger, it's really more about process, procedure. The cases are going to come in and they start coming in easier and easier as you grow. That's what I found. But then you got to find a way to deal with them and to help your clients and make sure you're not missing things you can't. From my perspective, you can't have the work go down the level of work. Your clients have been in a really horrible, whether it's a car accident, we're the leaders in Maryland on dog bite cases. I have affected and pushed out law through appeal that have helped victims of dog bites. Twice now. You can't let your level of work slip because you're taking on more cases.
A
And then let's talk about marketing and sales first. Marketing. Look, it's fragmented. There's TV, there's streaming, there's search, there's AI, there's, you know, Meta and TikTok. And like it's so fragmented. It's more fragmented to me than ever. How are you approaching advertising?
B
Yeah, so the way I'm looking at it is I don't want to get into the radio or tv. Everyone's getting into radio and TV right now. It's a huge amount of ad spend. So that's not an area that we wanted to get into right now. But what we did want to focus in on was how we could, you know, really increase our volume and make sure people are aware of us without getting into that. And so that leaves us with really, you know, social. It leaves us with online SEO, pay per click, lsa, all those things. So we have really taken a deep dive into all those areas and those are areas that we'll continue trying to dive into. Because I think for us that's a good spot. For us, perfect.
A
I love that. I mean, pretty much across the board, you know, the cost of acquired cases going up. I, I think, you know, PE has kind of circled. They were on the torch, now they're moving more in a single event space and it's coming in different directions. Consolidation. Some firms are doing some roll ups and it's just driving the case costs up, not to mention channel movement and that just, that's just part of the game. So on the sales side, you brought intake in house.
B
Yeah, so we've. Intake in house. I actually just made a hire, somebody that she's starting with us in July. I'm really excited about it. She was at a publicly traded company and helped run sales for them and she has a ton of training. She was there 15 years, no legal background. But I'm going to have her help kind of run and lead our intake team just from a sales and she's going to help some marketing as well and client journey stuff. But really excited to have her on board because that's the first touch point really for a potential client and if you're not doing well there, you're missing out. So that's a big thing for us. I think the other big thing you mentioned PE and I think that's a great point. You know, I think at this point law firms either have to make a decision, you're going to grow and grow with the technology and use the technology to help you grow or you're not going to be around at some point. These PE groups have endless money and endless resources and if you stay stagnant, you might not be here.
A
He touched on the incremental gains like hey, we're doing more marketing, we're now we're doing the sales. So you're, you know, maybe your wanted case conversions were, you know, below 90s and now you're going to push them to the 90s plus and have the data to make those decisions. And then hey now from a capacities perspective and getting more utilization on our profit margin side to be able to facilitate more marketing. Hey, I've got LawPro AI, right? So your guys can do a lot more work, you guys and gals. So let's jump over to that Law Pro AI. Tell me about the company, give me the big picture, then we'll get granular on a lot of it.
B
Yeah, sure. So my co founder and the CEO of the company is my brother, a law firm like myself, you can take all of your medical records, upload it to our system and we're fully AI and engineering based, no humans on the back end. So if you upload a thousand pages, you'll have, you know, the case summary, you'll have the medical chronology, we structure the data so you have all the different event types. You know, whether it's a red flag or preexisting condition or a diagnosis or surgery and imaging. We pull out all this stuff automatically using AI and we're doing it within a thousand pages, 30 to 45 minutes. And so you can really understand your case very fast and then use that information to help negotiate with an adjuster or insurance company. A lot of the times, whether you're in trial or negotiations, the person that knows the case better usually has the better result. And so that can be true at negotiations. It can also be true with trial.
A
You've got all the different LLMs, you know, OpenAI and ChatGPT and Claude and Deep Seek and on and on and on, Gemini et cetera. And then you got your agents, your maintenance and stuff like that. So is it an overlay powered primarily through a chat chatgpt or nanthropic? Like what gives it its power that you've kind of here's the power and then we've taken it. Maybe it's multiple sources, I have no idea. Talk to me about that.
B
Yeah, so we work with a lot of different LLMs, all in the backend that the clients never see. And we have actually a patent pen technology right now that basically uses lots of different LLMs at one time for specific purposes and automatically looks at what is the best for this purpose for us and then goes through that LLM to pull out whatever data we're looking for.
A
Talk to me about the hallucinations, though. You know, I think that's everyone's fear. I've heard it from some big firms, I won't name their firms that had some recent issues with it where maybe they have an associate attorney or use it and then they didn't pull the correct sources and case law and things like that. Talk to me about preventing the hallucinations.
B
Yeah, so hallucinations obviously are a real thing in AI right now with where the technology is right now. And for a law firm though, you can't afford to have hallucinations. Right. We've seen people get disbarred because of them. We've seen people get in legal trouble. So we also have patent pending technology that actually reviews our end result before it goes to the law firm to look and change to make sure if there's a hallucination it picks up on, it can change it automatically. So it does that. We do that for every client before the final information goes to the client. So that's really, really key and important. The other thing that we do is we cite all of our sources. So if you ask for a demand letter, it's going to have citations next to it where you can literally click those citations. It's going to take you exactly where we got that information and you can see the record yourself to make sure it's accurate. So it's important when you're using AI from my perspective, that you verify things as well. If something doesn't look right, it might not be right. And you need to check the source, which is the medical record in this circumstance, to make sure it's accurate. And so we provide that to all of our customers on everything we do. If you want a specific letter written, regardless of what that letter is, if you want summaries of the medical records or the medical treatment or the soap notes, whatever it is, we provide sources automatically. So you can check to make sure it's accurate and not hallucinating.
A
Fantastic. How do you see AI shaping the personal injury landscape for the next five to 10 years?
B
This legal space to me is so exciting because for so long the legal space was just so cut and dry and boring and the same way things have been done for the last hundred years. And now it's Changing. Lawyers used to say to me, well, I'm not into AI, I'm not going to use technology, I'm not going to use AI. And I would say to them, you're not going to be in business eventually. I mean, it's the same thing as going from a typewriter to a computer, from my perspective. And anyone that stuck with a typewriter, they were not going to stay in business. I don't think anyone right now is doing a great job of trying to figure out values of cases. I think the technology is not quite there yet, and I think there needs to be a lot more done in that, which is one thing that we hope to get to at some point soon from a law pro perspective, but also human capital needs. You know, if you have a person that can do a lot more that they don't have to waste time on with an adjuster for 30 minutes setting up a claim, they don't have to request medical records the same old way that they've been doing forever. All these things are going to get better. The medical records one is a really hard one to figure out because it's just so broken up, that whole game of getting records. But I think we'll be able to resolve cases faster for fair values for our clients, which is to me is the most important thing.
A
Yeah. And the cash flow is going to help them stick around. Right. When I think that's the issue that the torture companies have ran into, it's like, you know, back in the day you could start getting paid out maybe in three years. And now it's like, oh, look, it's seven or eight years. Like they, they've even pushed that into a strategy of itself so. Because it just bleeds the firms out. Yeah. So I think the, the time on desk will shorten and, and all those things. And I also just think. Do you think that, you know, big picture, you know, in three years, do, do you think preit's done, like just people that won't go to trial? Like, like those firms existed? There's, I've worked with several. That they won't try a case. Right. I don't. First of all, like, how do you get any value? Your value's gotta be terrible. But you know, what, what's gonna happen to those types of firms?
B
Yeah. I mean, to your point. Right. Insurance companies have books on all law firms. Right. They all know us. They all have our tax ID numbers and they track us and they know who's willing to follow suit and who's not. And of course that that'll change values for law firms and for clients and so on. You know, I think right now a lot of those firms have a lot of money for marketing. Typically, typically those firms are huge in the TV and the radio and so on. So I don't see them going anywhere in the next couple of years. I think some of those firms are starting to make this transition right now of actually hiring attorneys to try cases because I think that they see that the writing is on the wall for down the road where they might not be needed. So some of the firms that I know personally, some have started hiring lawyers now when they would not have kept stuff in house before. But I think in the next three years, they're fine. In the next five to 10 years, I don't know what happens with them, but they have a lot of money. So if they need to hire lawyers, they can do so pretty easily.
A
That's fair. And I've seen that too. And I've. In fact, I circulated a text to Steve Gersten and Mike Rose and Anthony Russo and a handful of other attorneys. I'm like, hey, how are you paying your trial attorneys? Like, what's their compensation package look like? And I'm not, I won't share theirs, but because I kind of see the writing on the wall and it's like, these trial attorneys are valuable commodity. And it's like, so how do you, how do you golden handcuff with, you know, not only your values and missions and things like that, but also those dol signs of when they're motivated by, you know. By the money.
B
Yeah, absolutely. To find lawyers. Right. It's funny, I graduated law School in 2008 and the Economy was in the tank and you know, Lehman Brothers had gone out, Bear Stearns was down. And I graduated law school and I was offered $35,000. My first job at a law school. I was trying to get a job as a state's attorney. And the people getting those jobs were graduating from Harvard Law School. And I'm, I didn't graduate from Harvard, so I wasn't getting that job. So instead of taking that job of 35,000, I started my own law firm.
A
Good decision. Thank you.
B
Yeah, I think because the law field is so strong for lawyers, the employees can really, a trial lawyer can get what they want. Basically. Even if I'm not hiring for a lawyer, I'm looking for a lawyer. And if I find everyone in my office has to try cases, there's no such thing as being a pre lit lawyer versus a litigation lawyer. Everyone tries cases and if I find someone that I thinks to be good in front of a judge or jury, I'm hiring them even if I'm not looking right now, just because they're hard to find.
A
To be honest, I, I haven't thought about that. And I think that's the perfect explanation of. Yeah, like maybe there won't be as many new startups because you can go to an established firm who has the ability to attract cases and still make a lot of money, right?
B
Oh, yeah, yeah, it's. It's crazy that, you know, I go to a lot of different events now. I was at your event pimcon, which was amazing last year, and you guys are having again this year, which we're excited to be at. And I speak to lawyers all over the country and the amount that associate attorneys, right, I'm talking partners are paid, if they're good trial lawyers. It's really, it's through the roof nowadays, but good for them. That's what the market says that they should be paid and that's what they get paid.
A
Yeah, merit. I love it. Josh has been amazing. I got one final question, you know, for our audience that want to connect the Wii U to whether talk shop about law or to learn more about LawPro AI. You know, how can I get in touch?
B
Yeah. So the easiest way to get in touch with me is through my LawPro email. Joshawpro AI l a w p r o AI whether it's legal or law pro related or tech related. Feel free to email me anytime and I'd be a chat.
A
Thanks for joining us for Personal Injury Mastermind. Don't forget to subscribe so you never miss an episode. I'm Chris Dreyer, founder of Rankings. Until next time, keep innovating, keep growing and keep building the practice of your dreams.
Host: Chris Dreyer
Guest: Josh Schmerling, Partner at Zirkin & Schmerling Law, Co-Founder of LawPro AI
Date: December 23, 2025
This episode centers on firm growth through innovation, process optimization, and embracing AI technology in personal injury law. Chris Dreyer interviews Josh Schmerling about how Zirkin & Schmerling Law scaled from local firm to major market contender, the operational bottlenecks they overcame, and how their AI-driven startup, LawPro AI, is transforming client service and law firm efficiency. Key themes include data-driven decision making, navigating a fragmented legal marketing landscape, future-proofing personal injury practices, and using technology to deliver better outcomes at scale.
[00:22] Schmerling on Vision:
“This is one life I have. Are there more people that we can help and be a greater influence in our community? And our vision now is to help 10,000 injured people over the next 10 years.”
[03:57] Schmerling on Bottlenecks:
“I had my top, top paralegals reading medical records all day… I Co founded LawPro AI about two years ago… Now my director of operations is driving culture and hiring, not reading records.”
[06:16] Schmerling on Marketing:
“I don’t want to get into radio or tv… we have really taken a deep dive into all those [digital] areas and those are areas that we’ll continue trying to dive into.”
[11:38] Schmerling on AI Adoption:
“It’s the same as going from a typewriter to a computer from my perspective. And anyone that stuck with a typewriter…was not going to stay in business.”
[10:24] Schmerling on Trusting LawPro AI:
“We have patent pending technology that actually reviews our end result before it goes to the law firm to look and change to make sure if there's a hallucination it picks up on, it can change it automatically.”
The episode is candid, insight-driven, and highly practical: Schmerling’s real-world experience (as both a PI lawyer and legal tech founder) offers a roadmap for firms wanting to grow intentionally and future-proof operations. Dreyer’s questions pull out tactical strategies as well as broader vision, blending business fundamentals with upcoming disruptions.
For PI firm leaders:
Subscribe for more at: Personal Injury Mastermind (PIM)