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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

Litigation Financiers Organize on Capitol Hill

By John Freund |

The litigation finance industry is mobilizing its defenses after nearly facing extinction through federal legislation last year. In response to Senator Thom Tillis's surprise attempt to impose a 41% tax on litigation finance profits, two attorneys have launched the American Civil Accountability Alliance—a lobbying group dedicated to fighting back against efforts to restrict third-party funding of lawsuits.

As reported in Bloomberg Law, co-founder Erick Robinson, a Houston patent lawyer, described the industry's collective shock when the Tillis measure came within striking distance of passing as part of a major tax and spending package. The proposal ultimately failed, but the close call exposed the $16 billion industry's vulnerability to legislative ambush tactics. Robinson noted that the measure appeared with only five weeks before the final vote, giving stakeholders little time to respond before the Senate parliamentarian ultimately removed it on procedural grounds.

The new alliance represents a shift toward grassroots advocacy, focusing on bringing forward voices of individuals and small parties whose cases would have been impossible without funding. Robinson emphasized that state-level legislation now poses the greater threat, as these bills receive less media scrutiny than federal proposals while establishing precedents that can spread rapidly across jurisdictions.

The group is still forming its board and hiring lobbyists, but its founders are clear about their mission: ensuring that litigation finance isn't quietly regulated out of existence through misleading rhetoric about foreign influence or frivolous litigation—claims Robinson dismisses as disconnected from how funders actually evaluate cases for investment.

Commercial

ISO’s ‘Litigation Funding Mutual Disclosure’ May Be Unenforceable

By John Freund |

The insurance industry has introduced a new policy condition entitled "Litigation Funding Mutual Disclosure" (ISO Form CG 99 11 01 26) that may be included in liability policies starting this month. The condition allows either party to demand mutual disclosure of third-party litigation funding agreements when disputes arise over whether a claim or suit is covered by the policy. However, the condition faces significant enforceability challenges that make it largely unworkable in practice.

As reported in Omni Bridgeway, the condition is unenforceable for several key reasons. First, when an insurer denies coverage and the policyholder commences coverage litigation, the denial likely relieves the policyholder of compliance with policy conditions. Courts typically hold that insurers must demonstrate actual and substantial prejudice from a policyholder's failure to perform a condition, which would be difficult to establish when coverage has already been denied.

Additionally, the condition's requirement for policyholders to disclose funding agreements would force them to breach confidentiality provisions in those agreements, amounting to intentional interference with contractual relations. The condition is also overly broad, extending to funding agreements between attorneys and funders where the insurer has no privity. Most problematically, the "mutual" disclosure requirement lacks true mutuality since insurers rarely use litigation funding except for subrogation claims, creating a one-sided obligation that borders on bad faith.

The condition appears designed to give insurers a litigation advantage by accessing policyholders' private financial information, despite overwhelming judicial precedent that litigation finance is rarely relevant to case claims and defenses. Policyholders should reject this provision during policy renewals whenever possible.

Commercial Regulatory Issues

Valve Faces Certified UK Class Action Despite Funding Scrutiny

By John Freund |

The UK Competition Appeal Tribunal (CAT) has delivered a closely watched judgment certifying an opt-out collective proceedings order (CPO) against Valve Corporation, clearing the way for a landmark competition claim to proceed on behalf of millions of UK consumers. The decision marks another important moment in the evolution of collective actions—and their funding—in the UK.

In its judgment, the CAT approved the application brought by Vicki Shotbolt as class representative, alleging that Valve abused a dominant position in the PC video games market through its operation of the Steam platform. The claim contends that Valve imposed restrictive pricing and distribution practices that inflated prices paid by UK consumers. Valve opposed certification on multiple grounds, including challenges to the suitability of the class representative, the methodology for assessing aggregate damages, and the adequacy of the litigation funding arrangements supporting the claim.

The Tribunal rejected Valve’s objections, finding that the proposed methodology for estimating class-wide loss met the “realistic prospect” threshold required at the certification stage. While Valve criticised the expert evidence as overly theoretical and insufficiently grounded in data, the CAT reiterated that a CPO hearing is not a mini-trial, and that disputes over economic modelling are better resolved at a later merits stage.

Of particular interest to the legal funding market, the CAT also examined the funding structure underpinning the claim. Valve argued that the arrangements raised concerns around control, proportionality, and potential conflicts. The Tribunal disagreed, concluding that the funding terms were sufficiently transparent and that appropriate safeguards were in place to ensure the independence of the class representative and legal team. In doing so, the CAT reaffirmed its now-familiar approach of scrutinising funding without treating third-party finance as inherently problematic.

With certification granted, the case will now proceed as one of the largest opt-out competition claims yet to advance in the UK. For litigation funders, the ruling underscores the CAT’s continued willingness to accommodate complex funding structures in large consumer actions—while signalling that challenges to funding are unlikely to succeed absent clear evidence of abuse or impropriety.