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. 

Case Developments

View All

Computer Weekly Provides In-Depth History of Post Office Horizon Inquiry

By Harry Moran |

The Post Office Horizon IT scandal represented not only one of the most significant cases of institutional malpractice and miscarriage of justice in British history, but also catapulted the use of litigation funding into the public spotlight.

An article in Computer Weekly provides an in-depth summary of the statutory public inquiry into the Post Office Horizon IT scandal, giving readers a detailed account of all the key revelations that emerged across the last three years of the inquiry’s work. The feature breaks down these revelations on a chronological basis, starting in May 2022 with ‘phase one’ of the inquiry’s hearings and going all the way through to ‘phase seven’ in September 2024.

The feature explains how each of these seven phases gathered evidence on different aspects of the scandal, beginning in 2022 with phase one hearing testimonies from the victims, and the phase two investigation into the Horizon IT system itself.

Phase three saw the examination of the Horizon system over the subsequent year, whilst phase four switched focus to assess the activities of lawyers and investigators who participated in the subpostmasters’ prosecutions. Finally, the feature guides us through the inquiry’s work this year, with phases five and six putting the behaviour of directors, politicians and civil servants in the spotlight, before concluding with phase seven that took a broader look at the Post Office’s present and future.

Within the feature, readers can find links to individual articles that provide deep dives into each of these individual phases, cataloguing the most important pieces of evidence unearthed by the inquiry’s hearings. 

Montero Reaches $27M Settlement with Tanzania in Dispute Funded by Omni Bridgeway

By Harry Moran |

The funding of arbitration proceedings brought by mining, exploration and development companies against nation states continues to be a lucrative area for litigation funders, as the announcement of another settlement in one such dispute demonstrates.

A press release from Montero Mining and Exploration Ltd. reveals that the company has reached a $27 million settlement with the government of Tanzania to end the dispute over the expropriation of Montero’s Wigu Hill rare earth element project. The agreement will see the total settlement sum paid out in three tranches over the next three months, with the first payment of $12 million having already been received. Montero noted that whilst the $27 million settlement only represents 39% of the original claim for $70 million, this agreement “obviates the need for a costly and time-consuming hearing, the risk of an adverse award, enforcement efforts, and finally concludes a near 7-year dispute.’

Montero’s arbitration proceedings against the Tanzanian government had been supported via a funding agreement with Omni Bridgeway (Canada), with the litigation funder set to receive an undisclosed return on its investment from the settlement agreement. Whilst Omni Bridgeway’s share of the settlement has not been disclosed, Montero’s announcement did reveal that the funder would receive a distribution from both the first payment and from the second payment of $8 million that is due to be received on or before 31 January 2025. Montero also clarified that “the net amount of the award after repayment to the funder and legal expenses cannot be estimated with certainty and no assurances can be made.”

Montero’s president and CEO, Dr Tony Harwood, provided the following comment on the settlement: ““I am pleased Montero was able to reach an amicable settlement with the government of Tanzania to bring a mutually beneficial end to this dispute. This resolution allows both parties to move forward, and we wish Tanzania every success in attracting new mining investment. I would like to thank our shareholders, board, management, and our legal and technical teams, for their valuable contribution to this outcome.”

Which? Files £3 Billion Cloud Claim Against Apple, Funded by LCM

By Harry Moran |

The growth of multinational technology corporations has provided years of product innovation and a mass availability of affordable consumer electronics. However, the resulting monopolies that have risen to dominate these markets have also created space for the potential for anti-competitive behaviour that harms consumers. In this environment, it is unsurprising we are seeing more and more claims being brought against these tech giants, with the legal proceedings supported by third-party litigation funders.

An article in TechCrunch covers the announcement of a new collective action being brought against Apple by the UK consumer rights group Which?, representing up to 40 million consumers over allegations that Apple breached competition law by overcharging users of the iCloud service. The opt-out proceedings, valued at approximately £3 billion, claims that Apple abused its monopoly position to favour iCloud over competing cloud storage providers and locking in customers to the iCloud services, thereby preventing them from switching to a competitor and enabling Apple to charge increasingly higher fees.

The application for certification was filed with the Competition Appeal Tribunal (CAT) on 8 November 2024, with the claim seeking to represent any UK consumer who used an iOS device or iCloud services from 1 October 2025 onwards. This nine year time period is particularly relevant as it follows the introduction of the Consumer Rights Act from that date. The claims is being funded by Litigation Capital Management (LCM), with litigation risk insurance having been secured to cover Apple’s legal costs if the claim is not successful

More information about the collective proceedings can be found on the Cloud Claim website.

In response to this new legal action being brought, Apple spokesperson Tom Parker provided the following statement: “Apple believes in providing our customers with choices. Our users are not required to use iCloud, and many rely on a wide range of third-party alternatives for data storage. In addition, we work hard to make data transfer as easy as possible — whether its to iCloud or another service. We reject any suggestion that our iCloud practices are anticompetitive and will vigorously defend against any legal claim otherwise.”