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

December 7, 2023

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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WinJustice Sees MENA Litigation Funding Go Mainstream by 2026

By John Freund |

Litigation funding in the Middle East and North Africa is expected to move decisively into the mainstream by 2026, as regulatory clarity, arbitration reform, and growing commercial awareness reshape how disputes are financed across the region. What was once viewed as a niche or unfamiliar concept is increasingly being recognized as a practical tool for managing risk, unlocking claims value, and improving access to justice in complex commercial matters.

An article in WinJustice Knowledge Hub outlines how litigation funding is evolving into a recognized asset class within the MENA legal ecosystem. The piece highlights how improved regulatory environments and more sophisticated arbitration frameworks are helping normalize third-party funding, particularly in international arbitration and cross-border disputes. Claims are increasingly assessed not simply as legal battles, but as financial assets that can be monetized and strategically managed. This shift is especially relevant for businesses facing capital constraints or seeking to preserve cash while pursuing high-value disputes.

The article also emphasizes the role of localized expertise in accelerating adoption. WinJustice positions itself as a regional player focused on aligning international funding practices with local legal cultures, court systems, and arbitration centers. By working closely with regional law firms and dispute resolution institutions, funders are helping bridge the gap between global capital and local claimants. Insolvency-related disputes and asset recovery cases are identified as particular areas of growth, reflecting broader economic and restructuring trends across the region.

As litigation funding becomes more familiar to courts, counsel, and corporate clients, the MENA market appears poised for accelerated growth. Increased competition among funders and greater sophistication among claimants may also lead to more standardized pricing and structures.

Commercial

Legal Firm Pogust Goodhead Flags Financial Uncertainty

By John Freund |

Pogust Goodhead, the high-profile claimant law firm behind a number of major group actions, has warned of material uncertainty over its ability to continue as a going concern after publishing long-overdue financial accounts. The disclosure adds another layer of scrutiny to a firm that has been at the centre of some of the largest and most complex funded claims currently working their way through the courts.

An article in City A.M. reports that Pogust Goodhead filed its accounts for the year ending December 31, 2022 well past the statutory deadline, with the documents including a statement from directors acknowledging significant financial uncertainty. According to the filing, the firm remains dependent on securing additional funding and successfully progressing large-scale litigation in order to meet its obligations as they fall due.

The accounts show that Pogust Goodhead continues to operate at a loss, reflecting the capital-intensive nature of large group actions that can take years to reach resolution. The firm has been involved in headline cases, including environmental and consumer claims, where substantial upfront legal costs are incurred long before any recovery is realised. Directors noted that delays, adverse rulings, or difficulties in accessing external capital could materially affect the firm’s financial position.

Despite these warnings, the firm stated that it is actively engaged with funders and other stakeholders and believes there is a reasonable prospect of obtaining sufficient support to continue operations. The accounts were prepared on a going concern basis, although auditors highlighted the uncertainty as a key area of emphasis rather than issuing a qualification.

The disclosure comes at a time when claimant firms and their funders are facing heightened scrutiny from regulators, politicians, and critics of litigation finance. Financial transparency, funding arrangements, and risk allocation between law firms and third-party capital providers are increasingly under the spotlight, particularly in the context of large, cross-border group actions.

Commercial Regulatory Issues

New Litigation Finance Trade Group Aims to Counter Hill Attacks

By John Freund |

A new trade association has launched with the goal of giving the litigation finance industry a stronger and more coordinated voice in Washington as lawmakers renew scrutiny of third-party funding. The American Civil Accountability Alliance has been formed to push back against what its founders describe as growing political and legislative hostility toward litigation finance, particularly on Capitol Hill.

An article in Bloomberg Law reports that the alliance was announced in early January by lawyers Erick Robinson and Charles Silver, who say the organization will focus on educating lawmakers and policymakers about the role litigation funding plays in promoting access to justice. According to the founders, third-party capital allows plaintiffs to pursue complex and costly claims that would otherwise be financially out of reach, helping to balance disparities between individual or corporate claimants and well-resourced defendants.

The group is launching at a time when litigation finance has faced an uptick in proposed regulation. In 2024, Senate legislation nearly imposed a steep tax on litigation funding profits, a proposal that funders warned would have severely damaged the industry had it passed. Although that measure was ultimately removed from a broader legislative package, additional proposals continue to circulate in Congress, including bills aimed at mandating disclosure of funding arrangements and restricting foreign investment in U.S. litigation.

The American Civil Accountability Alliance plans to position itself as an active counterweight to these efforts. The organization intends to hire a Washington-based lobbyist and expand its membership beyond funders to include law firms, litigators, and other stakeholders involved in the civil justice system. In doing so, it joins the International Legal Finance Association as one of the few organized advocacy groups representing the industry’s interests at the federal level.