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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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Burford Hires Veteran Spanish Disputes Lawyer to Bolster EU Footprint

By John Freund |

Burford Capital has strengthened its European presence with its first senior hire in Spain, recruiting Teresa Gutiérrez Chacón as Senior Vice President based in Madrid.

According to the press release, Gutiérrez Chacón brings over 16 years of experience in complex dispute resolution, international arbitration, and legal strategy—most recently serving as Chief Legal Counsel for Pavilion Energy’s European trading arm. Her prior roles include positions at Freshfields and Gómez‑Acebo & Pombo, and she has been recognized by Legal 500 as a “Rising Star” in Litigation & Arbitration and named Best Arbitration Lawyer Under 40 by Iberian Lawyer.

In her new role, she will deepen Burford’s relationships with Spanish law firms and corporations, positioning the firm to address the growing demand in Spain for legal finance solutions. Burford emphasized that Spain’s sophisticated legal market presents “significant opportunities,” and that adding on‑the‑ground leadership in Madrid enhances its ability to deliver local insight and cross‑jurisdictional support.

Philipp Leibfried, Burford’s Head of Europe, noted that this hire demonstrates a commitment to expanding in key European jurisdictions and strengthening Burford’s role as a “trusted partner” for law firms and businesses seeking innovative capital solutions.

Case Developments Commercial

UK Supreme Court Upholds Key Class Action Win for Funders in Apple Case

By John Freund |

The UK Supreme Court has declined to hear Apple’s appeal in Apple Inc and others v Gutmann, leaving intact a Court of Appeal decision that significantly strengthens the position of litigation funders in collective proceedings before the Competition Appeal Tribunal (CAT).

An article in Law Gazette reports that the Supreme Court refused Apple’s petition on the grounds that it did not raise an arguable point of law, effectively endorsing the lower court’s April 2025 decision. That ruling affirmed that litigation funders can be paid directly from damages recovered in a class action before distributions are made to class members. The decision resolved longstanding ambiguity surrounding Sections 47C(3) and (6) of the Competition Act 1998 and Rule 93 of the CAT Rules 2015.

The Court of Appeal held that the CAT has wide discretionary authority to order payments to class representatives for costs, fees, and disbursements, provided such allocations are deemed fair and reasonable under the tribunal’s supervisory jurisdiction. This was a pivotal victory for claimant-side funders, who have long warned that being last in line for recovery—after damages are disbursed—posed unacceptable risk in UK opt-out cases.

Law firm Charles Lyndon, counsel for class representative Justin Gutmann, welcomed the Supreme Court’s decision not to revisit the matter, stating that it brings “welcome certainty” to the evolving collective proceedings regime and affirms the CAT’s broad discretion in addressing complex, end-of-case allocation scenarios.

This decision is expected to have a profound impact on the UK’s competition class action landscape. Funders now have greater confidence in the recoverability of their investments, potentially spurring more funding activity in CAT proceedings. The ruling may also prompt defendants to reconsider their settlement calculus, knowing that funders now enjoy a more secure repayment pathway.

Case Developments Commercial

Elite Colleges Challenge Lawyers’ Litigation Funding in Major Antitrust Case

By John Freund |

Elite U.S. universities embroiled in a high-stakes antitrust class action are now targeting the use of third‑party litigation funding by plaintiffs’ counsel in a bid to derail class certification. At issue is whether a lead firm’s reliance on external financing renders it “inadequate” under class action rules — a novel approach that raises fresh procedural and policy questions.

An article in Reuters notes the the suit alleges that Cornell, Penn, MIT, Georgetown, Notre Dame and others favored wealthy applicants over students needing financial aid, plaintiffs’ counsel (led by Gilbert Litigators & Counselors, or GLC) is facing attacks over transparency and risk allocation. The universities contend that GLC mischaracterized its financial exposure by not fully disclosing its funding arrangements. GLC responds that it only uses outside funding for a portion of its fees (covering 40% of its own, and under 16% of the aggregate) and that no court has previously held that use of funding makes class counsel inadequate. A judge has already found the funding documents “potentially relevant” to the certification motion, underscoring the stakes.

Legal commentators call this a new twist in class litigation — rather than questioning the merits or fairness of funding, defendants are now probing its procedural footprint. The case also dovetails with a broader trend: litigation funders are becoming more visible and controversial, particularly when their support is used by class‑action counsel. Reuters Meanwhile, in adjacent news, law firms are consolidating and AI‑driven tools for plaintiffs’ practices are attracting investor capital — further reshaping the economics of litigation.

This challenge could force courts nationwide to reinterpret adequacy standards in class actions, potentially chilling the use of external funding. It may also provoke funders, defense firms, and plaintiffs to recalibrate disclosure rules and risk-sharing norms across major litigation.