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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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Commercial

Litigation Finance Faces Regulatory, MSO, and Insurance Crossroads in 2026

By John Freund |

The litigation finance industry, now estimated at roughly $16.1 billion, is heading into 2026 amid growing uncertainty over regulation, capital structures, and its relationship with adjacent industries. After several years of rapid growth and heightened scrutiny, market participants are increasingly focused on how these pressures may reshape the sector.

Bloomberg Law identifies four central questions likely to define the industry’s near-term future. One of the most closely watched issues is whether federal regulation will finally materialize in a meaningful way. Legislative proposals have ranged from restricting foreign sovereign capital in U.S. litigation to taxing litigation finance returns. While several initiatives surfaced in 2025, political gridlock and election year dynamics raise doubts about whether comprehensive federal action will advance in the near term, leaving the industry operating within a patchwork of existing rules.

Another major development is the expansion of alternative investment structures, particularly the growing use of management services organizations. MSOs allow third party investors to own or finance non legal aspects of law firm operations, offering a potential pathway for deeper capital integration without directly violating attorney ownership rules. Interest in these models has increased among both litigation funders and large law firms, signaling a broader shift in how legal services may be financed and managed.

The industry is also watching the outcome of several high profile disputes that could have outsized implications for funders. Long running, multibillion dollar cases involving sovereign defendants continue to test assumptions about risk, duration, and appellate exposure in funded matters.

Finally, tensions with the insurance industry remain unresolved. Insurers have intensified efforts to link litigation funding to rising claim costs and are exploring policy mechanisms that would require disclosure of third party funding arrangements.

Taken together, these dynamics suggest that 2026 could be a defining year for litigation finance, as evolving regulation, new capital models, and external pushback shape the industry’s next phase of development.

Commercial Regulatory Issues

Liability Insurers Push Disclosure Requirements Targeting Litigation Funding

By John Freund |

Commercial liability insurers are escalating their long-running dispute with the litigation funding industry by introducing policy language that could require insured companies to disclose third-party funding arrangements. The move reflects mounting concern among insurers that litigation finance is contributing to rising claim costs and reshaping litigation dynamics in ways carriers struggle to underwrite or control.

An article in Bloomberg Law reports that the Insurance Services Office, a Verisk Analytics unit that develops standard insurance policy language, has drafted an optional provision that would compel policyholders to reveal whether litigation funders or law firms with a financial stake are backing claims against insured defendants. While adoption of the provision would be voluntary, insurers could begin incorporating it into commercial liability policies as early as 2026.

The proposed disclosure requirement is part of a broader push by insurers to gain greater visibility into litigation funding arrangements, which they argue can encourage more aggressive claims strategies and higher settlement demands, particularly in mass tort and complex commercial litigation. Insurers have increasingly linked these trends to what they describe as social inflation, a term used to capture rising jury awards and litigation costs that outpace economic inflation.

For policyholders, the new language could introduce additional compliance obligations and strategic considerations. Companies that rely on litigation funding, whether directly or through counterparties, may be forced to weigh the benefits of financing against potential coverage implications.

Litigation funders and law firms are watching developments closely. Funding agreements are typically treated as confidential, and mandatory disclosure to insurers could raise concerns about privilege, work product protections, and competitive sensitivity. At the same time, insurers have been criticized for opposing litigation finance while also exploring their own litigation-related investment products, highlighting tensions within the market.

If widely adopted, insurer-driven disclosure requirements could represent a meaningful shift in how litigation funding intersects with insurance. The development underscores the growing influence of insurers in shaping transparency expectations and suggests that litigation funders may increasingly find themselves drawn into coverage debates that extend well beyond the courtroom.

Case Developments Commercial

Diamond McCarthy Backs Lansdowne Oil Treaty Claim Against Ireland

By John Freund |

US-based litigation funder Diamond McCarthy has agreed to back a high-stakes investment treaty claim brought by Lansdowne Oil and Gas against the Irish state, with the claim reportedly valued at up to $100 million. The dispute arises from Ireland’s policy shift away from offshore oil and gas development, which Lansdowne argues has effectively wiped out the value of its investment in the Barryroe offshore oil field.

According to NewsFile, Lansdowne Oil and Gas, a small exploration company listed in London and Dublin, is pursuing arbitration against Ireland under the Energy Charter Treaty. The company alleges that Ireland’s 2021 decision to halt new licences for offshore oil and gas exploration, followed by regulatory actions affecting existing projects, breached treaty protections afforded to foreign investors. Lansdowne contends that these measures frustrated legitimate expectations and amounted to unfair and inequitable treatment under international law.

Diamond McCarthy’s involvement brings significant financial firepower to a claim that would otherwise be difficult for a junior energy company to pursue. The funder will cover legal and arbitration costs in exchange for a share of any recovery, allowing Lansdowne to advance the case without bearing the full financial risk. The arbitration is expected to be conducted under international investment dispute mechanisms, with proceedings likely to take several years.

Ireland has previously defended its policy changes as part of a broader climate strategy aimed at reducing fossil fuel dependence and meeting emissions targets. Government representatives have indicated that the state will robustly contest the claim, arguing that the measures were lawful, proportionate, and applied in the public interest. Ireland is also in the process of withdrawing from the Energy Charter Treaty, although existing investments may remain protected for a period under sunset provisions.