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Judge Shira A. Scheindlin Delivers the Keynote Address at LF Dealmakers

Judge Shira A. Scheindlin Delivers the Keynote Address at LF Dealmakers

The LF Dealmakers conference kicked off this morning with a keynote address from Judge Shira A. Scheindlin. The address was titled “Litigation Finance: Survey of a Shifting Landscape,” and covered four main issues: ethics, fee sharing, disclosure regulations and privileged communications between funder and attorneys. Judge Scheindlin began on the topic of ethical issues, the three most common of which boil down to competence, confidentiality and truthfulness. She explained the common pitfalls that funders need to be aware of, including how different states treat confidentiality issues, for example. Scheindlin asserted that the ethical concerns most have about the industry do not pose any serious threat to its future growth potential. In terms of fee sharing, Scheindlin pointed out how bar associations play a critical role in drafting and interpreting codes of conduct, which are then adopted by the states. She noted the New York bar’s opinion on Rule 5.4, which found that litigation funding violates the fee sharing restriction. This was a controversial opinion, for obvious reasons. In fact, there was such an outcry, that the city bar created a working group around litigation funding, to make recommendations around ethics and principles. The working group addressed the realities of litigation funding, and whether disclosure of funding should be required in litigation and arbitration. In the end, the working group offered two proposals. The first being that the funder can share fees with the client, provided that the funder remains independent and does not influence case decisions by participating in the claim. The second being that the funder can participate in the claim, if it benefits the client. And the client can provide informed consent to disclose confidential information to the funder (Scheindlin noted that she favors the second proposal). Neither proposal has yet been adopted, though Judge Scheindlin believes Rule 5.4 regarding fee sharing will be modified in NY, based on these recommendations. It remains to be seen which proposal will win out. On the issue of control, which is related to fee sharing, Scheindlin explained that many funding agreements give the funder the right to approve the selection of counsel.  Some may view this as control, but really the funders just want to ensure the counsel is adequate to handle the claim. In terms of disclosure, Scheindlin pointed out how 12 states have passed legislation on litigation funding, with another 11 proposing legislation. Most involve consumer funding. Only Wisconsin specifically includes financing of commercial claims. So it’s clear the focus is on consumer cases, but no one knows where this will go.  There is a robust debate on the subject of disclosure, with many industry opponents pushing to reveal the identity of the funder, as well as the terms of the funding agreement. There is a lot of disagreement on the various avenues that can be taken regarding the issue of disclosure, so it will be interesting to see how this issue will develop. On privilege, Scheindlin noted the common interest exception in regard to sharing privileged information, and how courts are split as to whether this applies to litigation funders. Is a shared commercial interest the same as a common legal interest? This is the question at hand.  However, most courts have found that privileged documents are protected by work product, where a funder is concerned. Ultimately, though, an NDA or confidentiality agreement is likely needed here to ensure that work product applies. So while there are plenty of minefields, in terms of issues that could upend TPLF, Judge Scheindlin feels confident that funding will prevail in the end. To quote Judge Scheindlin: “There are always those who will oppose new ways of doing things.  Those who seek to restrict TPLF… are in my opinion, merely afraid of the level playing field that such funding creates. I don’t think they will succeed. TPLF is now an accepted part of the legal landscape, and is here to stay.”
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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.