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Navigating Patent Litigation: The Crucial Role of Generative AI Platforms

By John Freund |

In a landmark decision by the International Trade Commission (ITC), Apple’s highest-grossing wearables faced unprecedented importation restrictions, marking a pivotal moment in the protracted patent dispute with medical device-maker Masimo.

To put the magnitude into perspective, Apple’s wearables, home, and accessory business raked in a staggering $8.28 billion in revenue in the third quarter of 2023. This ruling disrupts the very core of Apple’s most popular and revenue-generating wearables, adding a seismic impact to the already intense legal battle with Masimo. This article delves into the transformative capabilities of Generative AI platforms, shedding light on how these technologies are reshaping both proactive and reactive litigation practices against the backdrop of such a significant industry development.

Elevating Efficiency in Patent Litigation: A Generative AI Perspective

Strategic Edge for Law Firms and Litigators:

  1. Streamlined Data Management:
    • Generative AI platforms streamline the upload and organization of voluminous case documents, enhancing law firms’ and litigators’ capability to manage data efficiently.
  2. Automated Analysis:
    • Leveraging Generative AI, legal professionals can automate analysis processes, extracting valuable insights from complex datasets swiftly and accurately.
  3. Dynamic Adaptability:
    • Future-ready Generative AI platforms empower law firms and litigators to dynamically adapt to new information or shifting circumstances, providing a real-time strategic advantage.
  4. Investor Collaboration:
    • Building and maintaining a comprehensive roster of investors becomes more manageable, facilitating efficient collaboration and attracting funding partners for legal fees.
  5. Tailored Content Creation:
    • Generative AI platforms excel in generating tailored content for legal motions, analyzing writing styles and logic to ensure persuasive arguments that resonate effectively.
  6. Communication Excellence:
    • Acting as central communication hubs, these platforms foster seamless collaboration and information exchange among legal professionals, enhancing overall communication efficiency.

Empowering Patent Owners in Proactive Management:

  1. Organized Patent Portfolio:
    • Generative AI facilitates the creation of well-organized rosters of patents, providing patent owners with strategic control over their portfolios.
  2. Capital Attraction:
    • Patent owners can leverage organized patent portfolios to attract funding for growth and innovation independently, reducing reliance on traditional fundraising approaches.
  3. Self-Funded Litigation:
    • Generative AI platforms empower patent owners to gain better economic control, enabling them to self-fund litigation cases when required.
  4. Global Coverage:
    • Future-ready platforms offer a comprehensive overview of patents, covering multiple regions and facilitating global enforcement.
  5. Quality Assurance:
    • While maintaining human-in-the-loop functionality, Generative AI ensures robust quality checks and efficient data management.

Masimo vs. Apple: A Glimpse into the Future of Patent Litigation

The recent ITC ruling in Masimo vs. Apple serves as a poignant reminder to businesses about the critical importance of being in the driver’s seat when it comes to managing their own patents and capitalizing on innovation. While Masimo, a sizable player in the industry, successfully navigated the legal terrain to secure favorable outcomes, it prompts reflection on how smaller companies might face more significant challenges in achieving similar results. This underscores the significance of businesses taking control of their intellectual property and innovation strategies.

For smaller companies, such as those without the resources of a Masimo, being in the driver’s seat is not just a strategic choice but a necessity. The Masimo vs. Apple case illuminates the power dynamic in patent disputes and the role that control over one’s intellectual property plays in shaping the outcomes. Smaller entities, with limited resources, may find themselves at a disadvantage in legal battles, making it imperative for them to proactively manage their patents, navigate legal landscapes, and capitalize on their innovations.

Generative AI platforms emerge as a leveling force in this scenario. By harnessing the power of generative solutions, smaller law firms gain a more competitive edge without the need for extensive headcount. This democratization of legal capabilities levels the playing field, allowing smaller firms to stand shoulder to shoulder with their larger counterparts. The transformative potential of generative AI platforms extends beyond just litigation; it opens up avenues for smaller entities to actively participate in the competitive capital market.

In essence, a more equitable competitive capital market is crucial for fostering innovation. Generative AI platforms become the key to sustaining this trend. They empower businesses, regardless of size, to actively shape their legal strategies, manage patents efficiently, and capitalize on their innovative potential. As the legal landscape continues to evolve, embracing generative AI not only ensures a fairer competitive environment but also fosters a culture of innovation where businesses of all sizes can thrive. 

As the patent community adapts to the demands of complex patent disputes, Generative AI platforms emerge as indispensable tools, revolutionizing both proactive and reactive litigation practices. This nuanced approach empowers law firms, litigators, and patent owners alike, offering a glimpse into the future of patent litigation where efficiency, data-driven strategies, and collaboration take center stage amidst the landmark shifts brought on by significant industry developments.

About the author:

Joshua Masia, Co-founder & CEO of DealBridge.ai, brings a wealth of experience from leadership roles at JPMorgan Chase, BlackRock, and iCapital. With a BS in Electrical Engineering, Josh has spent 15 years shaping technical and business solutions.

At DealBridge.ai, Josh leads the charge in transforming private markets. Their platform, powered by Generative AI, automates deal complexities, streamlining origination, due diligence, and distribution. Eliminating traditional processes, DealBridge.ai empowers seamless connections, enhancing the human experience in deal-making.

Under Josh’s vision, DealBridge.ai maximizes revenue potential through automation, redefining legal, insurance, and financial transactions. As a trailblazer, Josh and DealBridge.ai usher in a transformative era in deal relationship management.

About the author

John Freund

John Freund

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Commercial Deals

Litigation Funders Pursuing Law Firm Ownership Through Arizona ABS Rules

By Harry Moran |

As the legal funding industry continues to mature and grow, funders are keen to explore new opportunities to commit their capital to legal disputes, either through direct or indirect routes. One example of the latter approach can be found in law firm funding, with funders looking to embrace opportunities in jurisdictions that allow for outside investment or ownership of law firms.

An article in Bloomberg Law examines the influx of capital into Arizona from litigation funders and private equity firms who are seeking to acquire stakes in law firms, following the state’s reforms of rules governing law firm ownership and alternative business structures (ABS). The article states that of the 76 applications for an ABS that have been approved since 2020, at least 15 of these applications have involved litigation funders or private equity firms.

Bloomberg Law’s reporting reveals that the litigation funders behind these moves into ABS ownership models of Arizonan law firms include: Pravati Capital, Virage Capital Management, Counsel Financial, Bespoke Capital Consulting and 777 Partners. 

One example given is the 1787 legal group, which was formed in 2023 by Pravati Capital’s CEO Alexander Chucri, who owns 80 percent of the company through Arizona Legal Ventures LLC. Similarly, the article covers an ongoing venture pursued by Armadillo Litigation Funding alongside the Houston-based Johnson Law Group, the ABS Bay Point Legal Partners, and ARCHER Systems settlement administrator. In this case, both Armadillo and Johnson Law Group are already owned by the same individuals.

Boris Ziser, based partner and co-head of the finance group and global leader of the litigation funding practice at Schulte Roth + Zabel, told Bloomberg that Arizona’s reform of the ABS rules “didn’t introduce a new concept in terms of funding or financing of a law firm’s business, what it did was changed the way one can provide that funding.” Ziser goes on to explain that “what the Arizona ABS enables the law firm to do is actually funding, or investing, in an equity form rather than debt and that could have a lot of appeal.”

The article goes on to explain that despite these firms being based in Arizona, the ABS model still allows them to pursue case opportunities nationwide, as the lawyers at the firm can co-counsel with firms based in other states.

Case Developments Commercial

Deminor Funding Paralympic Athlete’s Lawsuit Against IPC

By Harry Moran |

Supporting access to justice remains one of the core benefits that litigation funding brings to legal systems all around the world, with third-party funders providing the desperately needed resources for smaller litigants to fight against well-resourced defendants. This is epitomized in a case where a funder is supporting a Paralympic athlete’s fight for justice against the sport’s governing body.

An announcement from Deminor Litigation Funding revealed that it is funding a lawsuit brought against the International Paralympic Committee (IPC) by Brazilian Para swimmer André Brasil. The lawsuit has its origins in World Para Swimming’s (WPS) revision of its classification system for the Paralympic Games in 2018, which led to André Brasil being reclassified as ineligible to compete. Following this decision, Brasil and the Brazilian Paralympic Committee (CBP) initiated legal proceedings against the IPC in Germany, arguing that the classification system violates both human rights, and German and European antitrust laws. 

At first, the Cologne Regional Court rejected these arguments and sided with the IPC, but this was eventually overturned by the Düsseldorf Court of Appeal, ruling that the IPC’s position as a monopoly meant that it ‘had an obligation to grant the Athlete a sufficient grace period in order to prepare him for the rule change and his potential ineligibility.’ The court ordered the IPC to pay André Brasil damages, but the IPC is now seeking to appeal the decision at the Federal Court of Justice.

André Brasil is being represented by Counsel Alexander Engelhard and a team of attorneys from Arnecke Sibeth Dabelstein. Engelhard expressed gratitude to have “a reliable and value-driven litigation funder in Deminor” supporting the lawsuit, and said that “together we will do what it takes to allow the Federal Court of Justice to decide in the Athlete’s favour.”

Dr. Malte Stübinger, General Counsel Germany at Deminor said, “By supporting André, we are advocating for a broader change that champions the rights and fair treatment of all athletes. It's essential that we address these systemic issues to ensure that the spirit of competition remains just and equitable for everyone.”

Announcements Commercial Fundraising

CASL Targets Australian Investors in Launch of New $150M Litigation Fund

By Harry Moran |

Leading Australian litigation funder CASL today launched a $150 million fund giving local investors the opportunity to participate in funding of selected new class actions including product liability and other mass consumer claims, commercial litigation and insolvency claims. 

CASL Fund 2 is expected to appeal to Australian sophisticated investors seeking exposure to a truly alternative asset class with attractive risk-adjusted returns and a capital-protected option. The fund is well suited to high-net worth individuals, family offices and foundations seeking to diversify into uncorrelated ESG assets. 

Co-founded in 2020 by two of Australia’s most experienced litigation funders, John Walker and Stuart Price, CASL has quickly established a reputation as an astute backer of legal claims in the competitive Australian market. The two completed actions filed with the backing of CASL’s inaugural $156 million fund since 2022 have returned 165% to investors; another 11 actions are in progress. 

Considered a pioneer of litigation funding in Australia, CASL Executive Chair John Walker co-founded IMF Bentham, now Omni Bridgeway, in 1998 while CASL CEO Mr Price was CEO of Litigation Lending Services for six years prior to co-founding CASL. 

Mr Price said litigation funding had an important role to play in levelling the legal playing field for victims of corporate or government misconduct, and investors were important partners in this process. 

“In global terms Australia is a receptive jurisdiction for the filing of group claims and funded actions but there is increasingly a premium on funders with proven expertise in sourcing and qualifying claims, and managing them to a successful resolution,” Mr Price said. 

“CASL brings that – our team has a proven record for deploying funds efficiently in support of worthy claims and generating strong financial outcomes for both claimants and investors. 

“We see a healthy pipeline of potential new actions in Australia with good prospects and considerable upside for investors willing to fund them. This fund will be a rare opportunity for investors to participate in a purely domestic litigation funding play backed by an experienced local team with a proven record for generating returns for investors. Early indications are we have $30 million in investor pre-commitments so there is clearly an appetite for litigation funding as an alternative asset class.” 

The combined success rate of 183 funded claims involving Mr Walker or Mr Price since 1996 is 92%. These cases have delivered settlement proceeds of $2.6 billion with an average duration of two and half years. 

The launch of CASL Fund 2 comes amid a changing landscape for class actions in Australia, with consumer actions overtaking securities actions as the leading type of funded claim, reflecting the development of effective legislation to hold large corporates to account. 

An innovative feature of the CASL Fund 2 offer is the ability of investors to elect a capital-protected allocation option with a discounted target return.

Key features of the offer include:

 CASL Fund 2: Up to $150m, Class A and Class B Units
 Class AClass B
Capital protectionYesNo
Fund term5 years
(2 years investment, 3 years harvest)
Hurdle rate per annum10%12%
Performance fee (after hurdle, fees and costs)40%25%
Management fee (% of capital commitment) per annum2%2%

Funds raised will be deployed only into new actions, with all existing funded matters funded by CASL Fund 1. No distinction will be made between Class A and B funds for the purposes of funding actions. 

An estimated $200m to $300m is deployed by litigation funders supporting legal claims in Australia, excluding law firms’ funding of actions from their own balance sheets. The most active sources of funding for Australian actions are based offshore and include hedge funds and specialist asset managers, many domiciled in tax-friendly jurisdictions such as the Cayman Islands and Channels Islands, attracted to Australia’s relatively receptive environment for group claims. 

CASL’s Fund 2 will be an Australian-domiciled unit trust. Bell Potter is lead manager for the CASL Fund 2 capital raise. 

Mr Price said: “Agility and responsiveness are important in selecting claims and bringing litigation – being based locally, CASL has the advantage of being able to move and make decisions quickly when required.” 

To coincide with the fundraise CASL announced that Ian Stone, former Group Managing Director and CEO of RAA, would join the Board of CASL’s Trustee entity CASL Funder Pty Limited. Tania Sulan, former Managing Director and Chief Investment Officer - Australia for Omni Bridgeway will also join the CASL Investment Committee. Visit www.casl.com.au for more information about CASL Fund 2.

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