Can Legal AI Replace a Paralegal at a Small Law Firm?

For document-heavy work, yes, according to the founders' own account in this episode, and our analysis of which legal roles AI changes most puts high-volume document work at the top. Komin and Shainbrown hired a paralegal to absorb form letters, templates, and administrative work; when the fit failed inside two weeks, they replaced the role with GC AI rather than a second hire, and the capacity problem that had them working 15-hour days became manageable.

The failure was basic. The hire, who had worked as a paralegal before, did not know how to redline a document. They parted ways and went back to the 15-hour days. Then a friend of Komin's, a general counsel at a tech company, mentioned GC AI in passing. Komin had never heard of it, started asking questions, and brought it to Shainbrown. The timing mattered: as they signed up, GC AI for Word was launching, so the platform was suggesting redlines directly inside their documents from the first session.

Shainbrown, in her own words on the episode:

"We used to say GC AI saved us the salary of the paralegal, but it saved us the salary of maybe two full-time employees. We literally replaced a human who didn't know how to redline with AI that would suggest redlines right in our document. Life changing."

The backlog eased over the following weeks, the load became manageable with software alone, and the fear Shainbrown had carried about committing to someone's livelihood lifted with it. The lesson generalizes past a two-lawyer shop: for any legal team weighing headcount against software for document-heavy work, it is worth seeing what a legal AI platform built for lawyers who work in-house and in small practices can absorb before making the hire.

The Escape Hatch Notebook: How Komin and Shainbrown Planned Their Exit

Komin and Shainbrown planned their firms for months before launch, using a written checklist of everything a startup practice needs: insurance, software, office space, business development, and a plan for the first day of work. The vehicle was a notebook they kept hidden during their required monthly one-on-ones at McGuire, which ran on the Entrepreneurial Operating System, EOS.

Shainbrown described the ritual:

"We had this top secret notebook that we would pull out during her private one-on-ones ... It was called the escape hatch. It was everything we needed to acquire, like what insurances, what kind of software do we need? Are we going to be in an office? Are we going to work from home? Are we working from the same home? Are we working from separate homes? Is it just us? How do we get business? What are we going to do that first day to be busy?"

The notebook was confidence-building as much as operational. By launch day, January 1, 2022, the open questions had answers. The partnership behind it had its own origin story: Komin ran the idea past Shainbrown's husband, who happened to be her dentist, during a cleaning. He went home and told his wife, who had formed an LLC years earlier and let it sit on a shelf, that "this girl's got more confidence than you."

Both women credit the other with supplying the nerve they lacked alone.

Komin put the lesson plainly in the lightning round:

"You don't have to have everything planned out ... You want to have an outline and understanding and motivation, but there's a lot that you're not going to be able to plan out. There's no good time for starting a business. But if you have an idea and you're motivated and you are passionate about it, go for it. At least try it out."

What Working Inside a Real Estate Developer Teaches a Lawyer

Shainbrown's 11 years inside McGuire Development, and Komin's own years there as an assistant general counsel and owner's representative, taught the founders what happens after the contract is signed, which is the part law school skips.

As owner's representatives, their job was to stand in the client's shoes on construction projects, translate what the developer knew, and hold every party to what their contracts said. Shainbrown's blunt summary: "In construction and real estate, almost no one knows what their contracts say, even though they've signed them."

That vantage point now shapes how they draft. Shainbrown drew the contrast with a conventional practice:

"A typical real estate lawyer may get an LOI to turn into a purchase and sale agreement. And they know the terms that they typically like to edit: what's the due diligence period like, how much of a deposit, when does the deposit go hard, what are the requirements for title and survey. We actually know what happens when those things blow up."

Her example is the due diligence period. Their recent contracts have run from 7 days to 360 days, and the right number depends on facts a form document never asks about: what the property is used for, whether the seller holds environmental reports, and, in New York as of 2025, whether a wetland determination is needed. Shainbrown explains that New York expanded the state DEC's jurisdiction over freshwater wetlands as of 2025, which can require an engineered wetland delineation study to confirm whether a parcel is affected.

If 80 of your 100 acres are wetlands, the price should reflect that only 20 percent is usable, and a 30-day diligence window will not get a study scheduled. Title work follows the same pattern. In New York, lawyers review title, write title, and run curatives, work that a title company handles in most other states.

Komin frames the consulting side of that expertise with a picture:

"This is breaking it down almost too simply, but we're almost like the wedding planner of a construction project. We stand side by side with an owner to figure out: do you need an architect? Yes, you need an architect. What type of contractor do you need? Do you need a GC? Do you need a CM? What are the differences between the two? Do the two contracts talk to each other? Do I need a permit? What about zoning? There are all these different areas that we learned while working for this developer that really help us in our roles as real estate attorneys."

Why Run a Law Firm and a Consulting Practice in Parallel?

The dual structure exists so clients can hire the expertise in whichever form they need, with clean ethical and billing lines. Komin and Shainbrown thought Bellwether Advisors, the consulting practice, would be the bread and butter, with Shainbrown Komin, PLLC handling overflow legal work. Within the first year they were acting as attorneys about 70 percent of the time.

The founding anecdote behind the split goes back to McGuire. Komin spent a year negotiating a charter school lease there, and as in-house counsel she could not advise the school itself under New York ethics rules.

When the school's outside firm reopened the finished deal, the landlord called her screaming. She smoothed it over, but the lesson stuck. With two entities, they can be the owner's representative, the lawyer, or both, and clients engage and bill each firm separately, so there is never a question about which role they are in.

What Nobody Tells You About Going From Employee to Founder

Asked for the one thing they wish someone had said out loud, the founders gave two answers. You become your own IT department, and there is no unfixable mistake. Komin's surprise was operational:

"No one tells you that when you start your own business, you become an IT expert. When you work at different companies, there's someone you can pick up the phone and call. When you start a business, you don't have that."

Shainbrown's was psychological. She fought Komin on hiring for years, afraid of committing to someone's livelihood and watching the work dry up. Komin's answer never changed. She always said they would deal with it.

"Thankfully, we're not in the life or death business, and so there really is no mistake that can't be fixed. We'd certainly made our share of mistakes and missteps ... If I make a mistake, and I make lots of mistakes, she's right behind me either fixing it or helping me come up with a way to fix it ... We're, what, five years in, and I still live with, well, what if all the business dries up tomorrow and we don't have any work to do? We'll be okay. We'll figure something out. In 2022, I didn't feel that way."

Palluzi, who has founded her own businesses and returned to in-house life, added the small-firm corollary from her own experience: the feast-or-famine cycle can run from panic on Monday to drowning by Wednesday, and learning to live with that ebb is part of the job.

How a Small Market Like Buffalo Becomes a Competitive Advantage

In Buffalo, the legal community is small enough that reputation compounds deal by deal, which changes how aggressively the founders negotiate. Shainbrown, who used to fly downstate to litigate foreclosures, described the difference:

"From a legal perspective, it's a very tiny living room. If you want to get real aggressive with me on a deal, you're going to see me next week. Don't do it. And if I'm going to be aggressive, I will tell you exactly why I'm being aggressive and we will shake hands at the end."

The market itself is in flux. Komin points to Zillow naming Buffalo one of the hottest residential real estate markets of 2025 and to growing chatter about the region as a climate refuge between two Great Lakes, with a lower cost of living and Toronto 90 minutes north. The commercial picture is more complicated. Downtown offices are still absorbing the effects of COVID while suburban corridors fill with new businesses and walkable retail. Watching both sides, as consultants and as counsel, is part of the practice.

Recommended Reading

• AI in Legal Operations: how legal operations teams fold AI into day-to-day workflows instead of expanding headcount.

• Not Admin Anymore: How Marvell's Two-Person Legal Team Cut Contract Time by 73%: a lean in-house team that scaled output with legal AI rather than more hires.

• In-House Legal Bench: Evaluating AI Assistants for In-House Legal Work: how to judge whether a legal AI tool can carry real substantive work.