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The Story of Sriracha: A Case Study in Legal Analytics and Litigation Funding

By Nicole Clark |

The following is a contributed piece by Nicole Clark, CEO and co-founder of Trellis. Trellis is pleased to offer LFJ members a complimentary 2 week free trial to its state trial court database.  Click here to access it today. 

Nobody knows exactly what happened. Each party has their own account of the events that unfolded. This, however, is what we do know. Jalapeno peppers were everywhere. Nestled within the rolling hills of Ventura County in Southern California, Underwood Ranches, a family farm operated by Craig Underwood, had been growing the fruit for the past three decades, serving as the sole supplier for Huy Fong Foods, the company responsible for sriracha. Business boomed. Both companies expanded. The world was their oyster.

Then, in 2016, the paradise they built crumbled. Huy Fong Foods filed a lawsuit against Underwood Ranches, accusing the farm of overcharging for growing costs. In response, Underwood Ranches countersued, claiming breach of contract and financial loss. After a three week trial, a jury for the Ventura County Superior Court found merit with both claims, awarding Huy Fong Foods $1.45 million and Underwood Ranches $23.3 million. Huy Fong Foods appealed the verdict, and, unable to claim its award, Underwood Ranches stood on the brink of financial collapse, left without the funds needed to pay its suppliers or its workers.

The Flames of Uncertainty

“The benefit you get from litigation is that litigation doesn’t fluctuate the same way that the markets do,” explains Christopher Bogart of Burford Capital. The financial service company had been called by the attorneys of Underwood Ranches to assist the farm, providing it with $4 million in non-recourse financing—enough to carry it through the appeal process. Still, according to Bogart, the comparative stability of litigation doesn’t eliminate the risks of financing a case like this. The risks, and the costs, can be big.

It’s easy to overlook the uncertainties embedded within the legal system. After all, this is a system that relies on precedents, a situation which suggests that the outcome of any future case should reflect that which came before. As Gail Gottehrer, an emerging technologies attorney based in New York City, remarks, “[i]f your case is similar and has similar facts to another case, the results shouldn’t be too surprising.” The problem, however, is that the results often are surprising. Judges aren’t computers. Neither are juries. They are people, filled with their own beliefs and their own experiences, both of which shape how they interpret laws, apply facts, and consider arguments.

Over the years, attorneys have developed their own rudimentary tools for grappling with this uncertainty. These rudimentary tools have now morphed into powerful machine learning technologies, packed with the ability to comb through millions of state trial court records in order to analyze court dockets, judicial rulings, and verdict data in ways that have rendered civil litigation more transparent and more predictable. But what does the story of sriracha mean for litigation funding teams? How can litigation finance companies use state trial court records to navigate uncertain legal terrains, not just for cases at the end of their lifecycle, but also for those that have only just begun?

Harvesting the Seeds

It could start with a ping. That’s just one way litigation funding companies can tap into new business opportunities. By registering for alerts with a legal analytics platform, litigation funding teams no longer need to source leads through collaborating attorneys. Alerts afford litigation funders with their own bird’s-eye view of the litigation landscape as it unfolds in real-time. These systems can notify users whenever a new case has been filed against a particular company, a new entry has been added to a case docket, or a new ruling has been issued on a legal claim.

To help manage the scale—and the urgency—of this reality, litigation funding teams can also turn to a different tool: the daily filings report. A daily filings report is a spreadsheet that contains detailed coverage of all new civil actions filed in a specific jurisdiction. Each report is emailed to subscribers every morning and includes all case data (i.e., judge, party, counsel, practice area) and metadata (i.e., case summary) as well as direct links to the docket and the complaint. With reliable access to daily filings reports, litigation funders can be the first to know about any new cases filed within a particular jurisdiction, pinpointing the most lucrative cases before anyone else.

Heat Indexing

What happens, then, when a litigation funding team finds a potential case? The daily filings report lets funders access the complaint within seconds, gathering all of the information they need to perform a Google-like search through the millions of state trial court records that have been curated by their preferred legal analytics provider. The goal? To quickly learn more about the litigation history of the parties that are named in the complaint (What other cases does Underwood Ranches have pending? What practice areas drain its budget? Who is its primary outside counsel?) and the law firm that has chosen to represent them (How experienced is Ferguson Case Orr Paterson with this jurisdiction, practice area, opposing counsel? Who are its typical clients? How were those cases resolved?).

The due diligence process deepens with a look at the merits of the case. Here, a litigation funding team can use legal analytics to follow the logics of conventional legal research. With access to a searchable database of prior decisional law, funders can conduct element-focused analyses of each asserted cause of action in the case, identifying the ways in which judges in the county have ruled on similar actions in the past. And, if a judge has already been assigned to the case, these funders can take their due diligence even further, turning their eyes to a judge analytics dashboard—an interactive interface developed by legal analytics platforms to highlight the patterns, the inclinations, and the past experiences of specific judicial officers.

Consider the dispute between Underwood Ranches and Huy Fong Foods, a case presided over by the Hon. Henry J. Walsh. According to Trellis, the average case length in Ventura County is 945 days. Knowing where Walsh sits in relation to this average, as well as the number of cases he has on deck, could help a litigation funder anticipate the likely pace of a case, a key piece of information to have when designing different investment portfolios. But what about juries? How might a jury respond to a breach of contract case in California? Legal analytics platforms like Trellis have also integrated verdict data into their systems, amending their archives of state trial court records to also include information related to case outcomes and settlement awards. A litigation funder conducting due diligence on Underwood Ranches could quickly pull a random sample of agricultural-related breach of contract claims in California, identifying the value range of verdict and settlement amounts (median: $5,650,798; average $9,331,712) and the frequency of plaintiff verdicts (62.5 percent). Litigation funders no longer need to wonder how much a case might be worth. The numbers are there.

The Spiciest Pepper

“There is idiosyncratic risk in the court system that can’t be anticipated,” begins Eva Shang, the co-founder of Legalist. It is widely known that predicting the outcome of litigation can be a risky business. Yet, there is something to be said about the magic of big numbers. Whenever we feed our computers the (meta)data of thousands of cases, deviations get smoothed out and patterns begin to emerge. By shifting our thinking away from stories about individual lawsuits, we can redirect our attention towards that which is frequent, recurrent, predictable. As a case study, the story of sriracha opens the door to a more predictable world, a world where the outcomes of litigation don’t have to fluctuate the way that markets do, not because the courtroom is inherently less uncertain than a stock exchange, but because the magic of big numbers finds increasingly novel ways to make it that way.

By Nicole Clark

CEO and co-founder of Trellis | Business litigation and labor and employment attorney

Trellis is an AI-powered legal research and analytics platform that gives state court litigators a competitive advantage by making trial court rulings searchable, and providing insights into the patterns and tendencies of your opposing counsel, and your state court judges.

Trellis is pleased to offer LFJ members a complimentary 2 week free trial to its state trial court database.  Click here to access it today. 

About the author

Nicole Clark

Nicole Clark

Case Developments

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Federal Court Approves $180m Settlement in Northern Territory Stolen Wages Class Action

By Harry Moran |

The combined strength of experienced law firms and well-resourced litigation funders can be a powerful tool for disadvantaged communities seeking justice and compensation from state authorities. However, a recent settlement approval order in Australia was notable for the judge’s pointed questioning of the commercial business model behind these class actions, which sees law firms and funders receive significant payments whilst the victims they represent receive comparatively meagre compensation.

An article in ABC News covers the approval of a $180 million settlement in the Northern Territory stolen wages class action, bringing to an end the claim brought against the Commonwealth of Australia over historic mistreatment of Aboriginal workers in the Northern Territory between 1933 and 1971. Whilst Chief Justice Debra Mortimer approved the settlement along with the related payouts to Shine Lawyers and LLS Fund Services for the claimants, her written judgment raised many questions about the costs accumulated by the legal team and the relatively low value of compensation that the workers would receive.

The judgment approved payments of up to $15 million to Shine Lawyers for legal costs, and a funder’s commission of up to $31.5 million to LLS Fund Services. However, Chief Justice Mortimer’s judgment also contained criticism for both these parties, stating that their “good intentions” in supporting the claimants has been somewhat overshadowed by “the pursuit of the business model”. Mortimer expressed doubt that Aboriginal and Torres Strait Islander communities would “see much social justice” in an outcome where these “city based non-indigenous participants in this proceeding come out with so much money compared to their family and friends.”

The settlement in the Northern Territory lawsuit is the latest in a series of similar class actions brought against the Australian state, with previous settlements having been reached with the Western Australia and Queensland state governments.

The full judgment from Chief Justice Mortimer in McDonald v Commonwealth of Australia can be read here.

£5 Billion Opt-Out Claim Brought Against Google over Anti-Competitive Behaviour

By Harry Moran |

As LFJ reported last week, Google is the target of a €900 million claim brought against the technology giant in the Netherlands over its alleged anti-competitive behaviour. However, that is not the only lawsuit being brought against the company over such allegations, with a new claim being filed at the Competition Appeal Tribunal (CAT) in the UK.

An announcement from Geradin Partners highlights the filing of a new claim brought against Google before the CAT over allegations that the company abused its market dominance to increase prices for Google Ads and harm competitors in the search advertising market. The claim, which has an estimated value of £5 billion, is being brought on behalf of UK-based advertisers who have allegedly suffered losses because of Google’s anti-competitive behaviour. The lawsuit is to represent UK businesses who purchased advertising space on Google search spaces since 1 January 2011.

The opt-out competition damages claim is being brought by Or Brook Class Representative Limited, with Dr Or Brook acting as the proposed class representative. Dr Brook is a competition law expert, currently holding the position of Associate Professor of Competition Law and Policy at the School of Law at the University of Leeds. She is supported by a legal team led by Geradin Partners, with funding for the proceedings being provided by Burford Capital.

Dr Or Brook, provided the following comment on the lawsuit: “Today, UK businesses and organisations, big or small, have almost no choice but to use Google ads to advertise their products and services. Regulators around the world have described Google as a monopoly and securing a spot on Google’s top pages is essential for visibility. Google has been leveraging its dominance in the general search and search advertising market to overcharge advertisers.”

Damien Geradin, founding partner of Geradin Partners, emphasised that “this is the first claim of its kind in the UK that seeks redress for the harm caused specifically to businesses who have been forced to pay inflated prices for advertising space on Google pages.”

The full announcement from Geradin Partners can be read here.

Court of Appeal Judgment Dismisses Apple’s Appeal in Gutmann Class Action

By Harry Moran |

Ever since the Supreme Court’s ruling in PACCAR, it has become a common sight in group proceedings to see defendants bringing appeals over the funding arrangements in these cases. However, a new judgment by the Court of Appeal on one such appeal has offered a significant victory for litigation funders who wish to support these group actions.

A ruling handed down by the Court of Appeal in the case of Justin Gutmann v Apple Inc and others, dismissed appeals brought by Apple over the funding arrangements in the group proceedings brought against the company by Justin Gutmann. 

The Court of Appeal’s judgment related to two grounds of appeal that Apple had raised. Firstly, the CAT’s alleged lack of jurisdiction to make an order to payout a funder’s fees or returns before damages were distributed to class members, and the ability of class representatives to enter into funding agreements that contemplated such orders. Secondly, that the funding agreement in this case ‘created sufficiently perverse incentives that the CAT could not properly authorise’ Mr Gutmann to act as the class representative.

The Court of Appeal’s judgment, led by Sir Julian Flaux Chancellor of The High Court with unanimous agreement from Lord Justice Green and Lord Justice Briss, dismissed Apple’s appeal on both grounds. In the conclusion of his judgment, Flaux wrote that “the CAT does have jurisdiction to order that the funder’s fee or return can be paid out of the damages awarded to the class in priority to the class.” With that fact clearly established, he went on to say that it follows that “that there can be absolutely nothing wrong with the CR entering into a LFA which makes provision for that to happen.”

Leaving no room for any doubt, Flaux stated plainly that “once Ground 2 of the appeal fails, Ground 3 is indeed hopeless.”

Separate appeals brought by Apple over the consequences of the Supreme Court’s PACCAR’s ruling as it relates to LFAs being considered as damages-based agreements, are still yet to be heard. A hearing on this separate ground of appeal is scheduled for June following the Court of Appeal’s lifting of the stay on those appeals on 4 February 2025.

The full judgment from the Court of Appeal in Justin Gutmann v Apple Inc and others can be read here.