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Commercial Legal Innovation

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

Legal Firm Pogust Goodhead Flags Financial Uncertainty

By John Freund |

Pogust Goodhead, the high-profile claimant law firm behind a number of major group actions, has warned of material uncertainty over its ability to continue as a going concern after publishing long-overdue financial accounts. The disclosure adds another layer of scrutiny to a firm that has been at the centre of some of the largest and most complex funded claims currently working their way through the courts.

An article in City A.M. reports that Pogust Goodhead filed its accounts for the year ending December 31, 2022 well past the statutory deadline, with the documents including a statement from directors acknowledging significant financial uncertainty. According to the filing, the firm remains dependent on securing additional funding and successfully progressing large-scale litigation in order to meet its obligations as they fall due.

The accounts show that Pogust Goodhead continues to operate at a loss, reflecting the capital-intensive nature of large group actions that can take years to reach resolution. The firm has been involved in headline cases, including environmental and consumer claims, where substantial upfront legal costs are incurred long before any recovery is realised. Directors noted that delays, adverse rulings, or difficulties in accessing external capital could materially affect the firm’s financial position.

Despite these warnings, the firm stated that it is actively engaged with funders and other stakeholders and believes there is a reasonable prospect of obtaining sufficient support to continue operations. The accounts were prepared on a going concern basis, although auditors highlighted the uncertainty as a key area of emphasis rather than issuing a qualification.

The disclosure comes at a time when claimant firms and their funders are facing heightened scrutiny from regulators, politicians, and critics of litigation finance. Financial transparency, funding arrangements, and risk allocation between law firms and third-party capital providers are increasingly under the spotlight, particularly in the context of large, cross-border group actions.

Commercial Regulatory Issues

New Litigation Finance Trade Group Aims to Counter Hill Attacks

By John Freund |

A new trade association has launched with the goal of giving the litigation finance industry a stronger and more coordinated voice in Washington as lawmakers renew scrutiny of third-party funding. The American Civil Accountability Alliance has been formed to push back against what its founders describe as growing political and legislative hostility toward litigation finance, particularly on Capitol Hill.

An article in Bloomberg Law reports that the alliance was announced in early January by lawyers Erick Robinson and Charles Silver, who say the organization will focus on educating lawmakers and policymakers about the role litigation funding plays in promoting access to justice. According to the founders, third-party capital allows plaintiffs to pursue complex and costly claims that would otherwise be financially out of reach, helping to balance disparities between individual or corporate claimants and well-resourced defendants.

The group is launching at a time when litigation finance has faced an uptick in proposed regulation. In 2024, Senate legislation nearly imposed a steep tax on litigation funding profits, a proposal that funders warned would have severely damaged the industry had it passed. Although that measure was ultimately removed from a broader legislative package, additional proposals continue to circulate in Congress, including bills aimed at mandating disclosure of funding arrangements and restricting foreign investment in U.S. litigation.

The American Civil Accountability Alliance plans to position itself as an active counterweight to these efforts. The organization intends to hire a Washington-based lobbyist and expand its membership beyond funders to include law firms, litigators, and other stakeholders involved in the civil justice system. In doing so, it joins the International Legal Finance Association as one of the few organized advocacy groups representing the industry’s interests at the federal level.

Announcements Commercial Fundraising

Sigma Funding Secures $35,000,000 Credit Facility, Bryant Park Capital Serves as Financial Advisor

By John Freund |

Bryant Park Capital (“BPC”) announced today that Sigma Funding has recently closed a $35 million senior credit facility with a bank lender. Sigma Funding is a rapidly growing litigation finance company focused on providing capital solutions across the legal ecosystem.

Sigma’s experienced executive team oversees a portfolio of businesses spanning insurance-linked litigation and other sectors, bringing a proven track record of successful growth and meaningful exits.

Bryant Park Capital, a leading middle-market investment bank, served as financial advisor to Sigma Funding in connection with the transaction.

“Bryant Park Capital was an indispensable advisor to Sigma and worked closely with our management team throughout the process,” said Charlit Bonilla, CEO of Sigma Funding. “BPC’s experience in the litigation finance space was critical in identifying potential banking partners and ultimately structuring our credit facility. Their extensive industry knowledge helped bring this deal to a successful close, and we are grateful for their support. We look forward to doing more business with the BPC team.”

About Sigma Funding

Founded in 2021, Sigma Funding is a leading New York–based litigation funding platform that provides pre- and post-settlement advances to plaintiffs involved in contingency lawsuits, as well as financing solutions for healthcare providers and attorneys. The company is the successor to the founders’ prior venture, Anchor Fundings, a pre-settlement litigation funder that was acquired by a competitor. 

For more information about Sigma Funding, please visit www.sigmafunding.com.

About Bryant Park Capital

Bryant Park Capital is an investment bank providing M&A and corporate finance advisory services to emerging growth and middle-market public and private companies. BPC has deep expertise across several sectors, including specialty finance and financial services. The firm has raised various forms of credit and growth equity and has advised on mergers and acquisitions for its clients. BPC professionals have completed more than 400 engagements representing an aggregate transaction value exceeding $30 billion.

For more information about Bryant Park Capital, please visit www.bryantparkcapital.com.