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Litigation Finance – Lessons Learned from Manager Under-Performance (part 2 of 2)

Litigation Finance – Lessons Learned from Manager Under-Performance (part 2 of 2)

The following article is part of an ongoing column titled ‘Investor Insights.’  Brought to you by Ed Truant, founder and content manager of Slingshot Capital, ‘Investor Insights’ will provide thoughtful and engaging perspectives on all aspects of investing in litigation finance.  Executive Summary
  • Business under-performance in the commercial litigation finance market has typically stemmed from 3 main causes
  • Business partner selection is critical to success & corporate culture
  • Portfolio design is critical to success and longevity in commercial litigation finance
  • The application of debt is generally not appropriate in the commercial litigation finance asset class, but may be appropriate in other areas of legal finance
Slingshot Insights:
  • Spend the time to determine whether your partners are additive to what you are trying to achieve and understand their motivations
  • Debt is a magnifying glass on both ends
  • Portfolio concentration – even when you win, you lose
In part one of this two-part series, we explored the importance of partnerships and we started to discuss elements of portfolio construction.  In part two, we further delve into portfolio construction issues and then discuss the appropriateness of utilizing debt within the context of commercial litigation finance. Insight #2 – Concentration is a Killer – Diversify, Diversify, Diversify Continued… Portfolio Concentration The third challenge is specialization, or case type concentration.  Any given litigator will have a bias based on their personal experience.  Litigators often migrate to become specialists in a particular area of litigation, which is where they are knowledgeable and where they likely have achieved success, and hence created biases.  Those litigators are pre-disposed to be comfortable working with those case types, and they have relationships in the legal community that would bring those opportunities to their attention.  Hence, there is a statistical likelihood that the portfolios of their funds will similarly become concentrated with a particular case type.  The same issue holds true for fund managers who decide to specialize in an area of law (e.g., intellectual property, bi-lateral investment treaty, anti-trust, etc.), the difference being that they have made that conscious choice and their portfolios will reflect that by design. The problem with focusing on a particular case type is that the manager really limits itself to the idiosyncrasies of the particular area of law.  As an example, it is well known that within intellectual property, as a result of intellectual property reforms in prior years there was a ‘swing in the pendulum’ away from protecting innovation created by small technology companies and ‘patent trolls’ in favor of big technology companies.  Now, we are witnessing the pendulum swinging (albeit slowly) in the other direction.  So the problem is that as goes the regulation, legislation and legal precedent, so goes your fund returns.  Because you make commitments in advance of knowing changes in legislation or precedence, you will not have the ability to pull back on your commitment, and hence your fund becomes stuck with the investments you have made up until that point in time.  As a manager, you don’t want to be exposed to /dependent on a particular area of law, as your portfolio will be exposed to the specifics of that area of law or case type, which is completely beyond your control.  There are enough uncontrollable factors inherent in litigation finance already, so you’d prefer to be able to control as much as possible. Now, some may make the argument that by specializing, you are more in control, because you have the knowledge and ‘inside track’ on upcoming legislation and trials that could impact your area of specialty. In addition, specialists can make the argument, credibly, that the mere act of specialization lowers risk in the portfolio, because you are focused on a particular case type and know everything there is to know about that case type and hence you have a higher propensity to avoid the losers and focus on the winners, prior comments on the ability to pick winners, notwithstanding.  I can’t argue with the merits of specialization, as I am a bigger believer in the concept and the underlying value it can create, but there is no doubt that it adds a risk that is otherwise not inherent in a highly diversified portfolio, which is possibly more than offset by the incremental value it delivers.  Investors need to recognize that this case specific risk exists, and that they need to anticipate its impact on the portfolio of investments they may be making in the litigation finance space. At least one of the companies that suffered from an overly concentrated portfolio in a specific case type is no longer actively deploying capital, and so the question then becomes, ‘was this a consequence of the case type, the inexperience of the manager as regards to that case type, or merely the result of having an overly concentrated portfolio?’ My point of view is that it was a combination of the three factors, with an overly concentrated portfolio being the single biggest factor. The reality of concentration is that even if you are lucky and have a home run in a concentrated bet, you won’t benefit.  In other words, even if you win, you lose. Why? Because any sophisticated investor is not solely interested in your results but more importantly how you achieved them.  Accordingly, if you show a sophisticated investor that the main reason underlying your positive performance was a single large case, they will be savvy enough to figure out that had that case gone the other way, it would have likely wiped out their investment in the fund.  After all, investors are trying to mitigate against binary risk, not accentuate it.  In this asset class, the importance of portfolio construction cannot be underestimated whereas in other asset classes you will have more degrees of freedom. Investor Diversification Not only is diversification important to how the manager deploys capital, it is equally important as to how the manager funds his business.  More so than in other asset classes with which I have had experience, the propensity for managers to accept commitments from relatively few investors seems to be more pronounced in commercial litigation finance.  I believe the reason for this mainly stems from the nascent nature of the asset class and all of the inherent risks associated with financing litigation. Since it is generally a higher risk venture, in part due to a lack of transparency of the risk/return profile, many investors tend to shy away from the asset class (at least they did in the early days). In order to fill the void, more opportunistic investors (family offices, hedge funds) came in and assumed the risk, but often at the expense of controlling the investment. The idea was that they will give you all the money you need, but they will be involved in the decision-making process through their veto rights (the right not to make an investment that is being proposed by the manager).  The problem with accepting money from too few investors is that when it comes time to raise the next fund (i) you’re at a disadvantage if the original investor does not make a new commitment to your next fund, and then you are left to scramble for a plausible explanation, (ii) you will likely have to expand your investor base regardless, because your current investor base might be tapped out depending on their fund and the distributions you have been able to provide them, and (iii) you now have to explain a track record that was in part determined by the prior investor’s use of their veto rights (so, who is responsible for the track record – the manager or the investor?). In essence, diversification across all of these characteristics will not only serve to create a more sustainable business, but will increase your chances of being able to replicate your success over and over again.  This should all serve to increase your assets under management, attract top talent and ultimately improve manager cashflow and manager equity value while providing your investors with an appropriate return profile for the risk they are assuming. A key focus of any commercial litigation finance manager should be to reduce risk, whether that is at the fund level (for the benefit of investors) or at the manager level (for the benefit of shareholders/employees). Insight #3 – Apply Debt Very Cautiously, if at All – Debt is a Magnifying Glass on Both Ends Leverage (debt) is a tricky bedfellow.  On the one hand, it can enhance your returns and create significant performance fees for managers.  On the other hand, you can lose your business.  In essence, the decision to use leverage in commercial litigation finance is akin to making a fairly binary bet in an otherwise quasi-binary investment strategy. The more managers can do to mitigate risk, the greater the chance of developing a sustainable business and the greater the applicability of debt, which is one of the reasons it has been successfully applied in the consumer litigation finance market. Leverage is used liberally (too liberally in my opinion) in a variety of asset classes, from hedge funds to leverage buy-outs and everything in between.  Leverage has become ubiquitous in finance, for better or for worse.  However, the application of leverage is only appropriate in certain circumstances where there is a high degree of certainty regarding cashflows and it must be structured appropriately to fit with the asset’s cashflow patterns. Some of the large publicly listed managers like Litigation Capital Management and Omni Bridgeway have raised debt in the public markets either through private debt facilities or through public bond offerings.  These organizations have generally taken a cautious approach to leverage, and have added it only when their balance sheets were large enough to comfortably support not only the quantum of debt, but also the ability to service the debt in a manner that comfortably allows for the repayment of the debt by the end of the facility term.  This is much easier for a publicly listed entity to do, because they have more financing options available to them by virtue of being public and the inherent liquidity that provides to its investors.  In addition, because of the size of these entities they also are afforded more relaxed terms (PIK interest, covenant light deals) which is derivative of the diversification inherent in their portfolios, which are otherwise not available to smaller private fund managers.  However, I will say that in each and every case it appears they have put in place an appropriate amount of leverage and have structured it in a way that matches the cashflows with the inherent liabilities associated with the facility. Asset/Liability mismatch is probably the single biggest cause of default when it comes to leverage facilities and this is particularly the case with commercial litigation finance. So, how does the application of leverage apply to private commercial litigation finance funds? Unfortunately, it generally does not, with few exceptions.  For private fund managers, the application of leverage has not gone well.  In the three instances of manager failure related to leverage of which I am aware, the managers of those funds lost control, and ownership of their management companies or were transitioned into run-off.  The problem stems from the inability to accurately forecast the success rate and the quantum and timing of cashflows derived from the portfolio.  As leverage tends to be a fixed maturity obligation with financial covenants and often ongoing cashflow servicing requirements (i.e. interest payments), it inherently requires an element of predictability of cashflows, which is missing from most commercial litigation finance portfolios. Accordingly, it is impossible to put in place a leverage facility with any level of certainty about the ability to service the debt without having a high degree of certainty over the portfolio’s ability to generate cashflows.  This mismatch, along with higher than expected or poorly timed losses in the portfolio, is what has led to the loss of control of fund manager’s funds. The problem with losses is that you know they are going to happen, typically 30% of cases lose, you just don’t know when and in what sequence (will they all happen at the beginning, the end or sporadically over time?). Lenders will tend to move quickly to enforce their security opposition and salvage what they can from the existing portfolio, which results in significant reductions in headcount to the point of a skeleton staff to run off the portfolio to maximize their asset value.  In other words, this is typically the beginning of the end. So, why do private fund managers use leverage? Often, they don’t have a choice or they don’t think they have a choice.  Those managers that have used leverage have either been fundraising for a number of months/years and they are at the end of their rope when they consider using a leverage facility, or they have had some initial success with their first pool of capital and decide they want to use leverage to scale their operations. They know they shouldn’t, but they have no option if they want to get their business off the ground, or have decided to aggressively grow their business using leverage.  Unfortunately, using debt to finance what is typically financed by equity (sweat or otherwise) is not a good financial solution (i.e. hope is not a good strategy). In terms of where leverage may be appropriate, there could be specific case types or segments of the market, consumer litigation finance comes to mind, where they run large portfolios of very small investments and they have the ability to forecast cashflows with a high degree of certainty of their cashflow timing and quantum, but these characteristics are few and far between in the commercial litigation finance sector.  In fact, the consumer litigation finance market has such strong cashflow characteristics and predictability, that they are now able to obtain funds from the securitization market, long reserved for some of the best credits. Where might leverage be appropriate in the commercial market?  Certain strategies that focus on short-term litigation (i.e. appeals financing) or where the manager decides to put a small amount of debt with appropriate (and very flexible) repayment terms can result in a positive outcome for both leverage provider and fund manager. Just don’t add too much debt, and be very aware to structure appropriately for the predictability of the portfolio’s underlying cashflows. If a manager is able to secure a debt obligation that is fairly flexible in terms of interest payments and repayment terms, there may be an opportunity to appropriately apply debt to the asset class.  To this end, a European group has designed a flexible, insurance wrapped bond offering that may fit the bill and I will follow their progress with great interest to see if they are able to secure the necessary funding to be successful in raising capital and then ultimately deploy that capital in a way that produces the necessary returns to service the bond. I would generally caution first time fund managers to avoid leverage altogether, and for more established fund managers, I would caution them to use it sparingly and structure it appropriately and with lots of margin for error.  We should all heed the sage advice of Warren Buffet when considering using leverage: “If you don’t have leverage, you don’t get in trouble. That’s the only way a smart person can go broke, basically. And I’ve always said, ‘If you’re smart, you don’t need it; and if you’re dumb, you shouldn’t be using it.'” Slingshot Insights Much can be learned from the misfortune of others, and this is what I have attempted to summarize in the article.  To be fair, in the early days of an asset class, establishing a business is much more difficult than in more mature asset classes.  The learning curve, both for managers and investors, is steep, and those that came before were pioneers. There are a lot of unknown unknowns in commercial litigation finance, and things don’t often end up going the way people thought they would go, but we learn from the benefit of hindsight.  In short, establishing a new asset class is very difficult, and everyone can learn from the missteps of others as they build their own successful organizations.  Coupled with the difficulty inherent in establishing a new asset class is the fact that this asset class is unique with many risks that only come to light with the benefit of time – idiosyncratic case risk, double deployment risk, duration risk, quasi-binary risk, etc. Accordingly, the industry owes a debt of gratitude to those that came before as we are now smarter for their experiences. But beware! Those who fail to learn from history are doomed to repeat it!
  • Winston Churchill (derived from a quote from George Santayana)
As always, I welcome your comments and counter-points to those raised in this article.    Edward Truant is the founder of Slingshot Capital Inc. and an investor in the consumer and commercial litigation finance industry.  Slingshot Capital inc. provides capital advisory services to fund managers and institutional investors and is involved in the origination and design of unique opportunities in legal finance markets, globally.  
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A Framework for Measuring Tech ROI in Litigation Finance

This article was contributed by Ankita Mehta, Founder, Lexity.ai - a platform that helps litigation funds automate deal execution and prove ROI.

How do litigation funders truly quantify the return on investment from adopting new technologies? It’s the defining question for any CEO, CTO or internal champion. The potential is compelling: for context, according to litigation funders using Lexity’s AI-powered workflows, ROI figures of up to 285% have been reported.

The challenge is that the cost of doing nothing is invisible. Manual processes, analyst burnout, and missed deals rarely appear on a balance sheet — but they quietly erode yield every quarter.

You can’t manage what you can’t measure. This article introduces a pragmatic framework for quantifying the true value of adopting technology solutions, replacing ‘low-value’ manual tasks and processes with AI and freeing up human capital to focus on ‘high-value’ activities that drive bottom line results  .

A Pragmatic Framework for Measuring AI ROI

A proper ROI calculation goes beyond simple time savings. It captures two distinct categories:

  1. Direct Cost Savings – what you save
  2. Increased Value Generation – what you gain

The ‘Cost’ Side (What You Save)

This is the most straightforward calculation, focused on eliminating “grunt work” and mitigating errors.

Metric 1: Direct Time Savings — Eliminating Manual Bottlenecks 

Start by auditing a single, high-cost bottleneck. For many funds, this is the Preliminary Case Assessment, a process that often takes two to three days of an expert analyst's time.

The calculation here is straightforward. By multiplying the hours saved per case by the analyst's blended cost and the number of cases reviewed, a fund can reveal a significant hard-dollar saving each month.

Consider a fund reviewing 20 cases per month. If a 2-day manual assessment can be cut to 4 hours using an AI-powered workflow, the fund reallocates hundreds of analyst-hours every month. That time is now moved from low-value data entry to high-value judgment and risk analysis.

Metric 2: Cost of Inconsistent Risk — Reducing Subjectivity 

This metric is more complex but just as critical. How much time is spent fixing inconsistent or error-prone reviews? More importantly, what is the financial impact of a bad deal slipping through screening, or a good deal being rejected because of a rushed, subjective review?

Lexity’s workflows standardise evaluation criteria and accelerate document/data extraction, converting subjective evaluations into consistent, auditable outputs. This reduces rework costs and helps mitigate hidden costs of human error in portfolio selection.

The ‘Benefit’ Side (What You Gain)

This is where the true strategic upside lies. It’s not just about saving time—it’s about reinvesting that time into higher-value activities that grow the fund.

Metric 3: Increased Deal Capacity — Scaling Without Headcount Growth

What if your team could analyze more deals with the same staff? Time saved from automation becomes time reallocated to new higher value opportunities, dramatically increasing the value of human contributions.

One of the funds working with Lexity have reported a 2x to 3x increase in deal review capacity without a corresponding increase in overhead. 

Metric 4: Cost of Capital Drag — Reducing Duration Risk 

Every month a case extends beyond its expected closing, that capital is locked up. It is "dead" capital that could have been redeployed into new, IRR-generating opportunities.

By reducing evaluation bottlenecks and creating more accurate baseline timelines from inception, a disciplined workflow accelerates the entire pipeline. 

This figure can be quantified by considering the amount of capital locked up, the fund's cost of capital, and the length of the delay. This conceptual model turns a vague risk ("duration risk") into a hard number that a fund can actively manage and reduce.

An ROI Model Is Useless Without Adoption

Even the most elegant ROI model is meaningless if the team won't use the solution. This is how expensive technology becomes "shelf-ware."

Successful adoption is not about the technology; it's about the process. It starts by:

  1. Establish Clear Goals and Identify Key Stakeholders: Set measurable goals and a baseline. Identify stakeholders, especially the teams performing the manual tasks- they will be the first to validate efficiency gains.
  2. Targeting "Grunt Work," Not "Judgment": Ask “What repetitive task steals time from real analysis?” The goal is to augment your experts, not replace them.
  3. Starting with One Problem: Don't try to "implement AI." Solve one high-value bottleneck, like Preliminary Case Assessment. Prove the value, then expand. 
  4. Focusing on Process Fit: The right technology enhances your workflow; it doesn’t complicate it.

Conclusion: From Calculation to Confidence

A high ROI isn't a vague projection; it’s what happens when a disciplined process meets intelligent automation.

By starting to measure what truly matters—reallocated hours, deal capacity, and capital drag—fund managers can turn ROI from a spreadsheet abstraction into a tangible, strategic advantage.

By Ankita Mehta Founder, Lexity.ai — a platform that helps litigation funds automate deal execution and prove ROI.

Burford Capital’s $35 M Antitrust Funding Claim Deemed Unsecured

By John Freund |

In a recent ruling, Burford Capital suffered a significant setback when a U.S. bankruptcy court determined that its funding agreement was not secured status.

According to an article from JD Journal, Burford had backed antitrust claims brought by Harvest Sherwood, a food distributor that filed for bankruptcy in May 2025, via a 2022 financing agreement. The capital advance was tied to potential claims worth about US$1.1 billion in damages against meat‑industry defendants.

What mattered most for Burford’s recovery strategy was its effort to treat the agreement as a loan with first‑priority rights. The court, however, ruled the deal lacked essential elements required to create a lien, trust or other secured interest. Instead, the funding was classified as an unsecured claim, meaning Burford now joins the queue of general creditors rather than enjoying priority over secured lenders.

The decision carries major consequences. Unsecured claims typically face a much lower likelihood of full recovery, especially in estates loaded with secured debt. Here, key assets of the bankrupt estate consist of the antitrust actions themselves, and secured creditors such as JPM Chase continue to dominate the repayment waterfall. The ruling also casts a spotlight on how litigation‑funding agreements should be structured and negotiated when bankruptcy risk is present. Funders who assumed they could elevate their status via contractual design may now face greater caution and risk.

Manolete Partners PLC Posts Flat H1 as UK Insolvency Funding Opportunity Grows

By John Freund |

The UK‑listed litigation funder Manolete Partners PLC has released its interim financial results for the half‑year ended 30 September 2025, revealing a stable but subdued performance amid an expanding insolvency funding opportunity.

According to the company announcement, total revenue fell to £12.7 million (down 12 % from £14.4 million a year earlier), while realised revenue slipped to £14.0 million (down 7 % from £15.0 million). Operating profit dropped sharply to £0.1 million, compared to £0.7 million in the prior period—though excluding fair value write‑downs tied to the company’s truck‑cartel portfolio, underlying profit stood at £2.0 million.

The business completed 146 cases during the period (up 7 % year‑on‑year) and signed 146 new case investments (up nearly 16 %). Live cases rose to 446 from 413 a year earlier, and the total estimated settlement value of new cases signed in the period was claimed to be 31 % ahead of the prior year. Cash receipts were flat at about £14.5 million, while net debt improved to £10.8 million (down from £11.9 million). The company’s cash balance nearly doubled to £1.1 million.

In its commentary, Manolete emphasises the buoyant UK insolvency backdrop — particularly the rise of Creditors’ Voluntary Liquidations and HMRC‑driven petitions — as a tailwind for growth. However, the board notes the first half was impacted by a lower‑than‑average settlement value and a “quiet summer”, though trading picked up in September and October. The firm remains confident of stronger average settlement values and a weighting of realised revenues toward the second half of the year.