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Key Takeaways from LFJ’s Digital Event: Legal Tech and LitFin

On December 6th, 2023, Litigation Finance Journal produced its final event of the year: Legal Tech and LitFin: How Will Tech Impact Litigation Finance Globally?

Tets Ishikawa moderated an insightful and pertinent discussion on the use of legal tech in the litigation finance industry. Panelists included Nick Rowles-Davies (NRD), Founder of Lexolent, Isabel Yang (IY), Founder of Arbilex, and Joshua Masia (JM), Co-Founder and CEO of Dealbridge.ai.

Below are some key takeaways from the event (answers have been truncated for the purpose of this article):

Legal tech is quite a broad term.  What does the legal tech landscape mean to you, and how does it fit into your business?

IY: We’re in a very exciting time in legal tech. Where I sit, I primarily deal with the underlying technology being artificial intelligence (AI). The primary advances in advanced AI have primarily occurred out of language being the source data. A lot of these text-based AI advancements all hold great significance for the practice of law.

At Arbilex, we are taking advantage of large language modeling (LLM) to reduce the cost of data acquisition. When we take court briefings and unstructured data and try to turn that into structured data, the cost of that process has dramatically decreased, because of Chat GPT and the latest LLMs.

On the flipside, because AI has become so advanced, a lot of off-the-shelf solutions have tended towards a black box solution. So the model’s output has become a more challenging task. At Arbilex, we have always focused on building the most stable AI—so we focus on how we can explain a particular prediction to our clients. We are increasingly investing a lot of our time and human capital into building that bridge between AI and that use case.

How relevant has legal tech been, and will it be, in the growth of the litigation finance sector? 

JM: When we look at scaling operational processes, a lot of times we have to put our traditional computer science hat on and ask, ‘how have we historically solved these problems and what has changed in the past several years to evolve this landscape?’

A lot of the emphasis with technology has been about normalizing and standardizing how we look at these data sets. There’s a big issue when you look at this approach and what existing platforms have been doing—this is a very human business. Because of that, there’s a lot of ad hoc requests that get mixed in. So what gen-AI is doing, we’re getting to a point where you don’t have to over-structure your sales or diligence process. Maybe the first few dozen questions you’re asking of a given data set are the same, but eventually we want to be able to ask questions that are specific to this deal. So being able to call audibles and ad-hoc analysis of data sets was really hard to do before the addition of generative AI.

NRD: Legal tech is becoming increasingly relevant, but the real effect and usefulness has grown over time. It makes repetitive tasks easier, and provides insights that are not always readily apparent. But in terms of the specific use of AI to triage outcoming matters, we identify matters in different areas—is this something we simply aren’t going to assess, will it be sent back for further information, does it fit the bucket of something we would fund per our original mandate, or does it go on the platform for the purpose of others to look at and invest in that particular matter.

AI is having an increasing impact and is being used with more regularity by litigation funders who are funding they can increase efficiency and get to a ‘yes’ much more quickly.

A lot of lawyers would say, this is fascinating, but ultimately this is a human industry. Every circumstance will be different, because they will come down to the behaviors of human beings in that time. Is there a way that AI can capture behavioral dynamics?

IY: In general, we need to have realistic expectations of AI. That comes from, what humans are uniquely good at are not necessarily the things that AI is good at. AI is really good at pattern-spotting. Meaning, if I train the model to look for recurring features of particular cases—say, specific judges in specific jurisdictions, when coming up against a specific type of argument or case—then AI in general has a very good ability to assign the weighting to a particular attribute in a way that humans instinctively can come to the same place, you can’t really quantify the impact or magnitude of a specific attribute.

The other thing that we need to be realistic about, is that cases are decided not just on pattern, but on case-specific fact attributes (credibility of a witness, availability of key evidence). If you train AI to look for things that are so specific to one case, you end up overfitting the model, meaning your AI is so good at looking for one specific variable, that it loses it general predictive power over a large pool of cases.

What I would caution attorneys, is use AI to get a second opinion on things you believe are a pattern. In arbitration, attorneys might use AI on tribunal matters—tribunal composition. AI models are way better at honing in on patterns—but things like ‘do we want to produce this witness vs. another witness,’ that is not something we should expect AI to predict.

For the full panel discussion, please click here.

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Community Spotlight: Dean Gresham, Managing Director, Certum Group

Dean Gresham is a Managing Director who oversees the evaluation, underwriting, and risk management of all the company’s risk transfer solutions, including litigation finance and contingent risk insurance. With 25 years of experience in complex litigation and legal risk analysis, Dean ensures rigorous underwriting standards and strategic risk mitigation across the company’s risk transfer solutions.

Before joining Certum Group, Dean was a trial lawyer for more than 21 years handling complex commercial, catastrophic injury, qui tam, and class action litigation across the country. While practicing, Dean litigated on both sides of the docket and developed a keen ability to analyze and assess risk from both the plaintiff’s and defendant's unique perspectives.

In 2020, Dean was awarded the Elite Trial Lawyer of the Year award by the National Law Journal for his trailblazing work on a complicated wrongful adoption case. Dean is consistently chosen by his peers as a Texas Super Lawyer (2009-2024); one of the Best Lawyers in Dallas by D Magazine (2009-2024), one of the Top 100 Trial Lawyers in Texas by the National Association of Trial Lawyers (2011-2024), and in the Nation’s Top One Percent by the National Association of Distinguished Counsel (2019-2024).

Dean is the 2025 Chair of the Dallas Bar Association's prestigious Business Litigation Section and sits on the DBA’s Judiciary Committee.

Company Name and Description: Certum Group offers a next-generation litigation risk transfer platform that provides bespoke solutions for companies, law firms, and funders facing the uncertainty of litigation. Latin for “certainty,” Certum represents the core benefit the company delivers to its clients across its entire suite of risk transfer solutions.  Certum is the full-service funding and insurance partner for law firms and their business clients.

Company Website: www.certumgroup.com

Year Founded: 2014 

Headquarters:  Plano, Texas

Area of Focus: Member: Head of Underwriting and Chair of the Investment Committee.

Member Quote: “Litigation funding doesn’t just fuel cases—it fuels justice. Power should never trump merit.”

Highlights from LFJ’s Virtual Town Hall: Investor Perspectives

By John Freund and 4 others |

On March 27th, LFJ hosted a virtual town hall featuring key industry stakeholders giving their perspectives on investment within the legal funding sector. Our esteemed panelists included Chris Capitanelli (CC), Partner at Winston and Strawn, LLP, Joel Magerman (JM), CEO of Bryant Park Capital, Joe Siprut (JSi), Founder and CEO of Kerberos Capital, and Jaime Sneider (JSn), Managing Director at Fortress Investment Group. The panel was moderated by Ed Truant (ET), Founder of Slingshot Capital.

Below are highlights from the discussion:

One thing that piqued my interest recently was the recent Georgia jury that awareded a single plaintiff $2.1 billion in one of 177 lawsuits against Monsanto. What is your perspective on the health of the mass tort litigation market in general?

JSn: Well, I think nuclear verdicts get way more attention than they probably deserve. That verdict is going to end up getting reduced significantly because the punitive damages that were awarded were unconstitutionally excessive. I think it was a 30 to 1 ratio. I suspect that will just easily be reduced, and there will probably be very little attention associated with that reduction, even though that's a check that's already in place to try to prevent outsized judgments that aren't tied as much to compensatory damages. I expect Monsanto will also likely challenge the verdict on other grounds as well, which is its right to do.

The fact is, there are a whole number of checks that are in place to ensure the integrity of our verdicts in the US legal system, and it's already extraordinarily costly and difficult for a person that files a case who has to subject himself to discovery, prevail on motions to dismiss, prevail on motions for summary judgment, win various expert rulings related to the expert evidence. And even if a plaintiff does prevail like this one has before a jury, they face all sorts of post-trial briefing remedies that could result in a reduction or setting aside the verdict, and then they face appeals. The fact is, I think corporate defendants have a lot of ways of protecting themselves if they choose to go to trial or if they choose to litigate the case.

And I think, oftentimes when people talk about the mass tort space, their disagreement really isn't with a specific case, but with the US Constitution itself, which protects the right to juries, even in civil litigation in this country. The fact is that there is a rich tradition in the United States that recognizes tort is essential to deterring wrongdoing. And ensuring people are fairly compensated for the injuries that they sustained due to unsafe products or other situations. So, broadly speaking, we don't think in any systematic a way that reform is required, although I suspect around the margins there could be modest changes that might make sense.

Omni has made a number of recent moves involving secondary sales and private credit to improve their earnings and cash flow. What is your sense of how much pressure the industry is under to produce cash flow for its investors?

JM: I think there is some pressure for sure, but more than pressure, I think it's a natural thing for self-interested managers to want to give their investors realizations so that they can raise more capital, right?

So, even if no one had ever told me, boy, it would be nice to get money back at some point in the future, that would obviously still be what I'm incentivized to do because the sooner I can get realizations and get cash back, the sooner people can have confidence that, wow, this actually really works, and then they give you 2x the investment for the next vehicle.

So the pressure is, I think, part of it. But for a relatively new asset class like litigation finance, which is still in middle innings, I think, at most, you want realizations. You want to turn things over as quickly as you can, and you want to get capital back.

In terms of what ILFA is doing, do you feel like they're doing enough for the industry to counter some of the attacks that are coming from the US Chamber of Commerce and others?

CC: I think there has been a focus from ILFA on trying to prevent some of the state court legislation from kind of acting as a test case, so to speak, for additional litigation. So there's been, you know, they've been involved in the big stuff, but also the little stuff, so it's not used against us, so to speak.

So I think in that regard, it's good. I wonder at what point is there some sort of proposal, as to if there's something that's amenable, is there something that we can all get behind, if that's what's needed in order to kind of stop these broad bills coming into both state legislatures and Congress. But I think overall, the messaging has been clear that this is not acceptable and is not addressing the issue.

Pretium, a relative newcomer to the market, just announced a $500 million raise. At the same time, it's been rumored that Harvard Endowment, which has traditionally been a significant investor in the commercial litigation finance market, is no longer allocating capital to the Litfin space. What is your sense of where this industry continues to be in favor with investors, and what are some of the challenges?

JSi: On the whole, I think the answer is yes, it continues to be in favor with investors, probably increasing favor with investors. From our own experience, we talk to LPs or new LPs quite frequently where we are told that just recently that institution has internally decided that they are now green lighting initiatives in litigation finance or doing a manager search. Whereas for the past three or four years, they've held off and it's just kind of been in the queue. So the fact that that is happening seems to me that investors are increasingly interested.

Probably part of the reason for that is that as the asset class on the whole matures, individual managers have longer track records. Maybe certain managers are on their third or fourth vintage. And there are realized results that can be put up and analyzed that give investors comfort. It's very hard to do that on day one. But when you're several years into it, or at this point longer for many people, it becomes a lot easier. And so I think we are seeing some of that.

One of the inherent challenge to raising capital in the litigation finance asset class is that even just the term litigation finance itself is sort of shrouded in mystery. I mean, it's very unclear what that even means and it turns out that it means many different things. The media on the whole, not including LFJ obviously, but the media on the whole has not done us many favors in that regard because they often use the term litigation finance to mean one specific thing, oftentimes case finance, specific equity type risk on a single case, when in fact, there are many of us who do all kinds of different things: law firm lending, the credit stuff, the portfolio finance stuff. There's all kinds of different slivers. And so the effect of that is that an LP or factions within an LP may have a preconceived notion about what litigation finance is, which is completely wrong. And they may have a preconceived notion of what a particular manager's strategy is. That's completely wrong.

I also think that litigation finance provokes an almost emotional reaction sometimes. It's often the case that investments get shot down because someone on the IC says that they hate lawyers, or they got sued once, and so they hate lawyers. And so they want nothing to do with litigation finance. And so whether that's fair or unfair is irrelevant. I think it is something that is a factor and that doesn't help. But I'd like to think that on the whole, the good strategies and the good track records will win the day in the end.

The discussion can be viewed in its entirety here.

Manolete Partners Announces New Revolving Credit Facility with HSBC Bank

By Harry Moran and 4 others |

Manolete Partners Plc (AIM:MANO), the leading UK-listed insolvency litigation financing company, is pleased to announce it has signed a new Revolving Credit Facility ("RCF") with its existing provider, HSBC UK Bank Plc ( "HSBC"). 

The new RCF provides Manolete with the same level of facility as the previous arrangement, at £17.5m. However, the margin charged to Manolete by HSBC on the new RCF is at a reduced rate of 4.0% (previously 4.7%) over the Sterling Overnight Index Average (SONIA) and has a reduced non-utilisation fee, from 1.88% to 1.40%. 

The new RCF is a 3.25-year facility with an initial maturity of 27 June 2028. Manolete has the option to further extend the facility on its current terms by an additional year. 

The covenants remain unchanged except for the Asset Cover covenant which has been relaxed for the next six months. 

Steven Cooklin, CEO commented: "We are delighted to have secured a new long-term commitment to the business from HSBC, which is testament to the strong partnership we have established since 2018. The improved terms of the facility demonstrate confidence in the Manolete business." 

This announcement contains inside information as defined in Article 7 of the Market Abuse Regulation No. 596/2014 ("MAR").