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Navigating Patent Litigation: The Crucial Role of Generative AI Platforms

January 2, 2024

Navigating Patent Litigation: The Crucial Role of Generative AI Platforms

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.
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Commercial

Daily Caller Slams Third Party Funding as Funders Face Mounting Media Attacks

By John Freund |

In a harsh opinion piecd, the conservative outlet The Daily Caller blasts third party litigation funding (TPLF), casting the practice as a “scam” that feeds frivolous lawsuits, burdens the economy, and unfairly enriches hidden investors at the expense of all Americans.

The op-ed, penned by Stephen Moore, draws a dire picture: trial lawyers allegedly “suck blood out of the economy” through class action suits that generate millions for attorneys but little for the plaintiffs. The piece points to numbers — a projected $500 billion hit annually to the U.S. economy, and tort cost growth more than double the inflation rate — to argue that the scale of litigation has outpaced any legitimate quest for justice.

Where TPLF comes in, according to Moore, is as the lubrication for what he sees as a booming lawsuit industry. He claims that unknown investors donate capital to lawsuits in exchange for outsized shares of any settlement, not the injured party. These hidden financial interests, he argues, distort the incentives for litigation, encouraging suits where there is no “real” corporate villain, a concern especially pointed at class action and litigation targeting major media or tech firms.

Moore cites roughly $2 billion in new financing arranged in 2024 and a fund pool of $16.1 billion total assets as evidence TPLF is growing rapidly. He endorses the Litigation Transparency Act, legislation introduced by Darrell Issa, which would require disclosure of such funding arrangements in federal civil cases. In Moore’s view, transparency would strip the “cloak of secrecy” from investors and curb what he describes as “jackpot justice,” lawsuits driven less by justice than by profit.

But the tone is unmistakably critical. Moore frames the practice as a parasitic industry that drains capital, discourages investment, and suppresses wages. He cites recent reforms in states like Florida under Ron DeSantis as evidence that limiting litigation can lead to lower insurance premiums and greater economic growth.

For legal funders, this op-ed and others like it underscore a growing media trend: skepticism not just of frivolous lawsuits but of the very model of third party funding. To preserve reputation and legitimacy, funders may need to do more than quietly finance cases. They may need to publicly engage, explain their business model, and advocate for regulatory standards that ensure transparency while preserving access to justice.

Commercial

Global Litigation Funding Thrives, Yet Regulation Still Looms

By John Freund |

The global litigation funding market is experiencing strong growth, yet lingering regulatory uncertainties continue to shadow its trajectory. According to the Chambers Global Practice Guide, the market was valued at approximately US $17.5 billion (AUD $26.9 billion) in March 2025 and is projected to surge to US $67.2 billion (AUD $103 billion) by 2037.

An article in LSJ states that major drivers of this expansion include rising legal costs, complex cross-border commercial litigation, and increased demand from small and mid-sized law firms seeking external funding to build out specialist teams. While funders embrace the growth opportunity, critics raise concerns around transparency, claimant autonomy, and potential conflicts of interest.

In Australia, a notable development occurred on 6 August 2025 when the High Court of Australia in Kain v R&B Investments Pty Ltd clarified that federal courts may make common fund or funding equalisation orders for the benefit of third-party funders (but not for solicitors) in class actions—except in Victoria, which still allows contingency fees. This decision is seen as a win for litigation funders, providing greater clarity across most Australian jurisdictions. Australia also saw regulatory reform in December 2022 when the Corporations Amendment (Litigation Funding) Regulations came into force, exempting litigation funding schemes from the MIS/AFSL regime under specific conditions and emphasising the mitigation of conflicts of interest as a compliance feature.

On the regulatory front, the Australian Securities and Investments Commission (ASIC) is considering extending relief instruments that exempt certain litigation funding arrangements from the National Credit Code and financial services licensing until March 2030. Meanwhile in the UK, the proposed Litigation Funding Agreements (Enforceability) Bill 2024 seeks to remove the classification of third-party funding agreements as “damages-based agreements” under the Courts & Legal Services Act – a move which proponents say will enable greater access to justice and clear the path for global funders.

Announcements Commercial Deals

Apex Group Ltd Selected to Support Seven Stars Legal Group Ltd’s Pioneering Tokenised Litigation Fund in Dubai

By John Freund |

Apex Group Ltd (“Apex Group”), one of the world's largest fund administration and solutions providers, today announced it has been selected to provide fund administration and digital asset infrastructure for the anticipated Seven Stars Legal Group Ltd (“Seven Stars”) Tokenised Litigation Fund, a pioneering investment vehicle that will combine institutional-grade litigation finance with blockchain technology.

The proposed fund, targeting GBP 50-250 million in commitments with an anticipated first close of GBP 50 million by March 31, 2026, represents a significant innovation in alternative investments. Once launched, the tokenised structure is expected to reduce traditional investment minimums from GBP 1 million to GBP 50,000, making institutional-quality litigation finance accessible to a broader range of qualified investors.

Subject to regulatory approvals and successful fund structuring, Apex Group is positioned to provide comprehensive fund administration services, while its digital asset platform, Apex Digital 3.0 (including Tokeny), would handle the token issuance and management infrastructure. This dual capability positions Apex Group as the sole provider managing both traditional fund administration and digital asset components under one unified platform.

Upon launch, Seven Stars will act as Investment Manager responsible for portfolio selection and management.

“Our selection to support Seven Stars' innovative fund structure exemplifies our commitment to bridging traditional finance with digital innovation,” said Agnes Mazurek, Global Head of Digital Assets at Apex Group. “By providing both conventional fund administration and tokenisation infrastructure, we're positioned to help fund managers unlock new distribution channels and operational efficiencies while maintaining institutional-grade governance and compliance standards.”

Offering up to a capped 16% annual return backed by diversified UK litigation portfolios, Seven Stars brings significant experience to the venture, having already deployed over GBP 44 million in UK litigation finance and funded more than 56,000 legal claims with a proven track record of performance, together with a team which includes leading Silk, Louis Doyle KC, who sits on the board and Advisory Committee at Seven Stars.

“Apex Group's expertise in both traditional fund administration and digital assets makes them the ideal partner for this groundbreaking initiative,” said Leon Clarance, Chief Strategy Officer at Seven Stars. "Their infrastructure will enable us to deliver the operational efficiency gains of tokenisation while maintaining the rigorous compliance and reporting standards our institutional investors expect.”

Mazurek added: “We are pleased to be supporting Seven Stars in this groundbreaking project. Our mission at Apex Group is to help clients bridge the TradFi and DeFi universes and this project perfectly represents this connectivity.”

Planned Partnership Capabilities

The anticipated partnership would leverage several key Apex Group capabilities:

  • Fund Administration: NAV calculation, investor services, and regulatory reporting 
  • Digital Asset Infrastructure: Token issuance, custody, and lifecycle management via Apex Digital 3.0
  • Regulatory Compliance: Full regulatory oversight and compliance monitoring 
  • Investor Onboarding: Streamlined KYC/AML processes for both traditional and digital investors

The proposed tokenised structure would enable secondary trading after a 6-month lock-in period, providing liquidity options traditionally unavailable in litigation finance funds. Smart contract automation is projected to reduce administrative costs by up to 90%, with anticipated savings passed through to investors.

This announcement follows Apex Group's recent expansion of its digital asset capabilities in the DIFC, positioning the firm as a leader in supporting the convergence of traditional finance and blockchain technology in the Middle East's premier financial hub.

About Apex Group

Apex Group is dedicated to driving positive change in financial services while supporting the growth and ambitions of asset managers, allocators, financial institutions, and family offices. Established in Bermuda in 2003, the Group has continually disrupted the industry through its investment in innovation and talent.

Today, Apex Group sets the pace in fund and asset servicing and stands out for its unique single-source solution and unified cross asset-class platform which supports the entire value chain, harnesses leading innovative technology, and benefits from cross-jurisdictional expertise delivered by a long-standing management team and over 13,000 highly integrated professionals.   

Apex Group leads the industry with a broad and unmatched range of services, including capital raising, business and corporate management, fund and investor administration, portfolio and investment administration, ESG, capital markets and transactions support. These services are tailored to each client and are delivered both at the Group level and via specialist subsidiary brands.

The Apex Foundation, a not-for-profit entity, is the Group’s passionate commitment to empower sustainable change. 

About Seven Stars Legal

Seven Stars Legal is a specialist litigation finance provider focused on high-volume, precedent-based UK consumer claims. Founded by a team with over GBP 380 million in litigation finance experience, the company provides institutional investors with access to uncorrelated, asset-backed returns through secured lending to regulated UK law firms. Seven Stars has funded over 56,000 claims since 2022, maintaining a zero-default track record through its multi-layered security framework and AI-enhanced due diligence processes