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  • Invenio Partner Warns Automation Bias Is the Real AI Risk in Funding Underwriting
  • New York Times Investigation Examines Securitization of Consumer Legal Funding Advances

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Invenio Partner Warns Automation Bias Is the Real AI Risk in Funding Underwriting

An Invenio LLP partner has published a detailed argument that the principal danger of artificial intelligence in litigation finance underwriting is not fabricated citations but the quiet erosion of the human judgment that underwriting depends on.

According to Real Talk About AI in Litigation Finance Underwriting, written by Brenna Legaard, large language models perform reliably on well-defined, data-rich tasks such as analyzing prior art and preparing claim charts, and they work without fatigue or anchoring bias. What they cannot do is predict case outcomes, because the training data does not contain them. Models learn from published opinions, while the vast majority of disputes end in confidential settlements that are never mapped. Legaard writes that models "have known knowns, perhaps known unknowns, and no unknown unknowns whatsoever."

The piece cites a 2024 study finding hallucination rates between 58% and 88% on factual legal questions, with the weakest performance on less prominent cases, and notes that model accuracy degrades as input length grows. Its sharper concern is automation bias: decision-makers deferring to polished output under time pressure, so that "the model's confident framing then becomes an unwary underwriter's confident framing."

Legaard draws a parallel to McKinsey research on insurance underwriting, where firms that mandated black-box models over human judgment found that staff lost faith in the models and underwriting skills atrophied. The recommended response is cultural rather than technical: open discussion of where AI use introduces confirmation bias, and hiring underwriters who interrogate outputs rather than merely producing them faster.

Indemnity Costs Order Turns Prince Harry Claimants’ ATE Shortfall Into a Live Liability

The seven celebrity claimants in the failed privacy action against the Daily Mail have been ordered to pay costs on the indemnity basis and to make a payment on account of £9.54m by 28 August, crystallising a gap between their after-the-event insurance cover and the publisher's claimed costs.

As reported by the Law Society Gazette, Mr Justice Nicklin found that the case went "well outside the norm" and that its "conduct was unreasonable to a high degree." The judge described the action as "litigation conceived and pleaded on an unjustifiably wide canvas," which was "speculative at origin and depended substantially on inference," with serious allegations maintained over a prolonged period on an inadequate evidential foundation.

The claims of unlawful information-gathering, brought by claimants including the Duke of Sussex, Baroness Lawrence and Sir Elton John, were dismissed last month following an 11-week trial. Associated Newspapers had exceeded its approved budget by more than £18.6m, with total costs amounting to what claimant lawyers called an "eye-watering" £34,481,622.54. The claimants hold legal expenses insurance covering £16.2m.

Nicklin J declined to impose a cap on recoverable costs, though he described the publisher's costs as "striking." The payment on account was set at £9,544,355, close to the £9,950,624.37 sought by Associated, which represented 65% of incurred pre-budgeted costs and 90% of budgeted costs.

The order converts a previously theoretical insurance shortfall into an immediate obligation, and stands as a reminder of how far ATE limits can fall short of defendants' actual costs in heavily contested, long-running litigation.

Rugby Head Injury Claimants Appoint Independent Counsel Over Funder and Law Firm Group Ties

Hundreds of struck-out rugby head injury claims have been granted relief from sanctions in principle after the players switched solicitors, in a ruling that also records the appointment of independent counsel to advise the claimants on their position relative to their new law firm and their litigation funder, which sit in the same corporate group.

As reported by Legal Futures, Senior Master Cook allowed the claims to proceed despite non-compliance with unless orders on disclosure of medical records, taking "comfort" from the change of solicitor. The litigation involves around 1,000 claimants across rugby union and rugby league who allege serious head injuries from collision forces in matchplay and training, and that the governing bodies did not do enough to protect them. Between the two groups, 530 claimants stood struck out.

The players moved from Rylands Garth, described by the judge as "a relatively new firm with one qualified solicitor," to class action specialists KP Law, with Leigh Day assisting. Master Cook said that had the original solicitor continued to conduct the litigation, "I could not have had any confidence that future court orders would be complied with timeously or at all."

A witness statement from former Wales international Alix Popham, on behalf of the union players committee, said the players have appointed James Oldnall, managing partner of Milberg London, as independent counsel to advise them on their position "vis-à-vis KP Law and [litigation funder] Asertis (as Asertis and KP are part of the same corporate group)."

Relief will be subject to conditions to be decided at a further hearing, with minimum terms including payment of the defendants' costs of securing compliance and production of the missing documents.

Calunius Chairman Warns CAT’s Approach to Funder Returns Risks Driving Capital Away

Leslie Perrin, chairman of Calunius Capital, has argued that the Competition Appeal Tribunal's developing approach to litigation funding agreements poses a more immediate threat to the UK's opt-out collective actions regime than either the unimplemented Civil Justice Council recommendations or the still-awaited PACCAR reversal.

As reported by City AM, Perrin welcomed the government's recent light-touch proposals on the opt-out regime, which followed a Department for Business consultation and cover faster distributions in successful class actions, better management of legal costs and procedural reforms. But he wrote that funders still await implementation of key CJC recommendations on returns made a year ago, as well as the legislation promised to reverse the 2023 Supreme Court judgment in PACCAR.

His central concern is retrospective reassessment. Perrin wrote that the Tribunal "appears increasingly willing to revisit funding arrangements and priority agreements when determining distributions, effectively reassessing returns after a case has concluded," and that the concept of success being applied "remains uncertain and may depend on factors that were impossible to predict when funding was first committed."

Perrin framed the consequence in market terms: "Capital is mobile. Investors will only deploy funds into litigation if the potential return reflects the risks undertaken." He argued that no investment market can function if agreements are liable to be substantially redrawn after the event, and that if returns can be recalculated years later, funding becomes more expensive and some claims may never be brought at all.

Ten years after the first UK opt-out collective action was filed at the CAT, Perrin said scrutiny of funder returns is appropriate but must involve a level playing field, describing the issue as a test of whether Britain remains committed to a predictable and investment-friendly legal framework.

LB Capital Plans $30 Million Institutional Raise to Expand Pre-Settlement Funding Platform

LB Capital, a specialty finance company providing pre-settlement litigation funding nationwide, has announced a planned $30 million institutional capital raise to support the expansion of its litigation finance platform.

As reported via PR Newswire, the company intends to pursue a strategic institutional capital partnership, with management expecting to begin discussions in September 2026 and targeting completion of the financing later in the year. The company said it will approach investment banks, private credit funds, family offices and strategic financing partners.

LB Capital operates through a partnership with Legal-Bay Funding, one of the more established lawsuit funding originators in the United States, and said it draws on more than twelve years of experience developing a proprietary origination platform. Proceeds from the raise are earmarked for an expanded funding portfolio and origination capacity, technology and infrastructure investment, longer-term growth initiatives, and a marketing expansion beginning in 2027.

Dr. Peter Caravella, the company's founder and chief executive, said the objective is to establish "a long-term institutional capital relationship that supports disciplined portfolio expansion while delivering attractive risk-adjusted returns." Chris Janish, chief executive of Legal-Bay Funding, said the company believes additional capital could "produce 30% origination sales growth over the next 3 years."

The announcement lands at a moment when consumer legal funding is under sustained scrutiny in the United States, with state legislatures weighing disclosure and rate rules and national media examining how advances to plaintiffs are financed. A raise of this size, aimed squarely at institutional credit investors, indicates that capital formation in the consumer segment is continuing regardless.

Barings Law Plans Debt-for-Equity Swap to Cut £59m Litigation Funding Burden

Newly filed accounts for Barings Limited, the north-west England claims firm known as Barings Law, show a business carrying substantial litigation funding debt at high interest rates and now seeking to restructure those facilities through a debt-for-equity swap.

As reported by the Law Society Gazette, the Companies House filing for the year to March 2025 shows pre-tax losses rising 78% to £22m on turnover up 490% to almost £2.2m. Long-term borrowing extended from £66m to £92m, leaving the business with net liabilities of £46m at the accounting date and £95,000 in cash against £47m of assets.

The funding terms are the striking detail. Loans totalling £59.4m are secured by fixed and floating charges in favour of the lender Claim Finance & Administration Co Limited, attract interest at rates of between 28% and 37%, and carry no fixed repayment date. The firm said it plans to repay all external litigation funding over the next five years, describing interest on borrowings as a "very significant" cost, and is negotiating a restructuring of its funding facilities that will include a debt-for-equity swap intended to remove the debt from the balance sheet and cut ongoing interest costs. Completion was expected by the end of August.

Chairman Robert Whitehead said the firm has invested heavily in caseload across motor finance, data breach and business interruption work, which must be funded up front while the value of work in progress goes unrecognised until cases settle. For the second year running, the auditor flagged a material uncertainty over the firm's ability to continue as a going concern, noting that much of its economic value sits in contingent fee case portfolios that cannot be booked as assets.

FCA Warns Consumers Over Loan Notes and Mini-Bonds, Citing Litigation Funder Collapse

The Financial Conduct Authority has issued a consumer warning on high-risk mini-bonds and loan notes sold by unregulated firms, pointing directly to the collapse of a litigation funder as an illustration of what can go wrong.

As reported by Money Marketing, the regulator told consumers they could lose their entire investment in such products, and highlighted the failure of Woodville Consultants, which raised capital from retail investors through unregulated loan notes before entering administration. The FCA permanently banned the marketing of speculative illiquid securities, including mini-bonds and loan notes, to retail consumers in 2021, yet the products continue to surface in online advertising.

The regulator set out a series of warning signs for investors: pressure to commit quickly, vague explanations of how money could be lost, unsubstantiated claims that an investment is asset-backed, the involvement of unregulated introducers, pressure to self-certify as an experienced or high-net-worth investor, unclear fee structures and conflicts of interest, and attempts to create a false impression of legitimacy through links to regulated firms or overseas listings.

Lucy Castledine, the FCA's director of consumer investments, said: "Big, fixed returns are a warning sign, not a guarantee." The regulator has issued more than 1,200 warnings during 2026 and urged consumers to use its Firm Checker tool before parting with money. Separately, City AM reported that Woodville defaulted owing over £240m to investors. For the funding industry, the episode marks a shift in how regulators frame the sector's retail-facing edge — not as a niche investment product, but as a consumer protection problem.

Investigation Traces How Collapsed Funder Woodville Raised More Than £300m From Retail Investors

A new investigation has reconstructed how Woodville Consultants, the Welsh litigation funder that collapsed into administration in July 2026, raised in excess of £300m from individual investors to bankroll law firms pursuing car finance commission claims.

As reported by Car Dealer Magazine, drawing on an investigation by The Times, Woodville continued raising money through unregulated loan notes after the Financial Conduct Authority asked the business in 2022 to cease financial promotions relating to investments or loans. In that same year the regulator placed Integrity Protect No 1 — a company run by directors Ann Marie Bell and Peter Legge — under restrictions over its handling of loan notes, citing evidence of borrowing funds via loan notes using Woodville's bank account.

The fundraising reached well beyond the UK, with the operation expanding to target investors in South America, Europe and Africa. It drew on sales networks connected to failed investment schemes, including the 79th Group, which is the subject of a City of London Police fraud investigation. Promoters are reported to have earned commissions of 10% to 15%, which some investors say were never disclosed to them.

Robert Goodhew of Kroll, appointed as administrator, said: "Based on the information currently available to us, we believe that more than £300 million has been raised from investors." Administrators are now examining how assets were distributed, whether the underlying legal claims were viable, payments made to third parties, and whether the business model was sustainable at all. The case has become the sharpest example yet of the risks created when consumer claims funding is financed from the retail investment market rather than institutional capital.

Brazilian Funder Sues Pogust Goodhead for £84m Over Handling of Litigation Proceeds

The law firm at the centre of the largest group claim in English legal history is being sued by one of its own funders, in a dispute that turns on how litigation proceeds are routed once they reach a firm's client account.

As reported by City AM, Brazilian financial services firm Vinci SPS Capital Gestão de Recursos Ltda has issued High Court proceedings against Pogust Goodhead, seeking £84m plus roughly £600,000 in legal costs arising from pre-action correspondence and an earlier injunction application. Vinci SPS originally advanced 90.09m Brazilian Reais, or about £12.8m, to the firm.

The claim centres on an interim costs payment of £42.7m that landed in Pogust Goodhead's client account. Vinci SPS alleges the firm breached its obligations by agreeing to disburse litigation proceeds to barristers and after-the-event insurers without lender consent, and by failing to move the £42.7m into a designated receivables account — an account the funder says took more than four and a half years to open. Pogust Goodhead's position is that it cannot transfer the money until it invoices its claimants, and cannot invoice until it discharges a trust operating in favour of its ATE insurers. Vinci SPS contends its own rights take priority. Fieldfisher acts for the funder; DAC Beachcroft is defending the firm.

The proceedings arrive against a heavily financed backdrop. Gramercy Funds Management, a separate funder, signed a $552.5m facility with Pogust Goodhead in October 2023 and added a further $150m in June 2026. The firm was also sued by Seladore Legal for £2.2m in May 2025. Its flagship matter remains the BHP litigation over the 2015 Brazilian dam disaster that killed 19 people, in which the High Court found BHP liable in November 2025. The next phase of that trial, dealing with causation and loss, begins in April 2027.

New York Times Investigation Examines Securitization of Consumer Legal Funding Advances

A New York Times investigation published Wednesday reports that some of the largest consumer legal funding companies are bundling cash advances made to personal injury plaintiffs into asset-backed securities sold to investors, and examines how that financing cycle interacts with a sharp rise in personal injury litigation.

As reported by The New York Times, reporters Ellen Gabler, Robert Gebeloff and Julie Tate identified six major funders that securitize their advances, accounting for more than 90% of advances nationwide according to industry trade group figures. The Times found more than two dozen securitization deals since 2020, representing hundreds of thousands of cases and raising $2.8 billion from investors. Advances carry fees and interest averaging 35% to 45% a year, and in one cited example a New York plaintiff who received $76,500 in advances owed at least $1.4 million by the time her case settled.

The article situates this alongside a 70% increase in personal injury filings in state courts over the past decade, and notes that since 2023 companies including Geico, Allstate, Uber and FedEx have brought at least 60 civil racketeering suits accusing lawyers and medical providers of inflating claims. Funders quoted in the piece dispute that fraud is widespread, with the American Legal Finance Association's Jack Kelly arguing that cutting off securitization would cut off the supply of money to victims. The Times also reports that more than a dozen states have restricted third-party litigation funding, with West Virginia the first to explicitly limit securitization.

The Alliance for Responsible Consumer Legal Funding responded to the report by calling for regulation rather than restriction.

"Some of the conduct described in The New York Times article is exactly the type of conduct responsible regulation should prevent," said Eric Schuller, President of the Alliance for Responsible Consumer Legal Funding. "New York has now put strong protections in place that directly address many of these concerns, while states such as Kansas have adopted similarly comprehensive regulatory frameworks. The answer is not to take Consumer Legal Funding away from injured consumers who need help paying their rent, mortgage, utilities or putting food on the table while their case moves through the legal system. The answer is to establish clear rules, enforce those rules and hold anyone who violates them accountable. Responsible regulation protects consumers while preserving access to Consumer Legal Funding for the people who truly need it."

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