David P. Fitzgibbon
Partner
Business Vantage Point Blog
Go to Business Vantage Point BlogThe Evolving Landscape of Patent Litigation Funding: Trends, Targets and Future Strategies
June 9, 2025The U.S. patent litigation landscape is being reshaped by the burgeoning industry of litigation funding, which has grown into a multibillion-dollar market. Initially met with skepticism, litigation funding has become a mainstream tool for patent enforcement. This growth is due, in part, to the increasing legal costs and procedural challenges faced by individual inventors, startups and small patent holders in asserting their rights. The acceptance of litigation funding has been driven by its ability to provide financial access for costly patent disputes, the rise of portfolio funding models, and a growing focus by institutional investors on intellectual property as a valuable asset class. Key legal developments have influenced this trend. The U.S. Supreme Court’s decisions in Alice v. CLS Bank limited patent eligibility and in TC Heartland v. Kraft Foods Group Brands redefined proper venue, while the prevalence of inter partes review (IPR) proceedings have added complexity and risk to patent enforcement. In response, litigation funders have become more selective, focusing on high-quality patents in well-prepared cases. This has resulted in a more sophisticated and competitive funding landscape, which is expected to continue shaping U.S. patent litigation. Trends Shaping the Future of Litigation Funding Patent litigation funding offers a gateway to the potential value of patent infringement cases, which can yield significant settlements or damage awards. These returns are often outsized compared to traditional investments in fixed income or equity, and they are independent of stock market performance, interest rates and broader economic cycles. Looking ahead, trends in patent litigation funding over the next decade will be influenced by developments in innovation, finance and law. Growth and innovation are expected in high-value technology sectors such as AI, semiconductors, 5G/6G and biotech. This will create opportunities for significant business investment and the development of patents to protect high-value innovations. As the value of intellectual property assets increases, the costs to enforce patent rights are expected to follow. The Potential of High-Value Technology Sectors The future of litigation funding in the patent infringement space is poised to target those high-value technology sectors at the forefront of innovation, driving significant business investment and the development of patents to protect groundbreaking technologies. As these sectors continue to grow, the value of intellectual property assets tied to these sectors will increase, leading to more frequent assertions of patent rights. This trend presents lucrative opportunities for litigation funders, who can capitalize on the potential for substantial returns from patent enforcement in these cutting-edge fields. The Importance of Venue Selection Venue selection will continue to influence patent litigation due to the advantages and disadvantages offered by different jurisdictions. Some jurisdictions, such as the Eastern and Western districts of Texas, are known for their local rules that favor patent holders, often resulting in faster trial schedules and higher success rates for plaintiffs. Conversely, jurisdictions like the District of Delaware and the Northern District of California tend to favor defendants, offering more rigorous scrutiny of patent claims and a higher likelihood of patent invalidation. The choice of venue will significantly impact the outcome of a case, making it a critical strategic consideration for funder due diligence. The Rise of Ex Parte Reexaminations Recently, Patent Trial and Appeal Board (PTAB) discretionary denials to institute IPR have increased, so ex parte reexaminations may be used more as a preferred strategy for defendants seeking to challenge patent validity. The recent rescission of former Director Kathi Vidal’s 2022 memorandum by the U.S. Patent and Trademark Office (USPTO) in February 2025 has given PTAB panels more flexibility in applying Fintiv factors to deny IPR. While IPR will remain as a suitable aspect of a defensive litigation strategy, the outcome of IPR may become less favorable for defendants. Ex parte reexaminations, which allow third parties to request a reexamination of a patent by the USPTO without the need for a full trial, may rise in popularity for defendants as a feasible alternative to IPR. Ex parte reexaminations can be a cost-effective and faster means of contesting patent validity, providing defendants with an alternative strategy to navigate the complexities of patent litigation. Portfolio Investment and Risk Management Portfolio investment is becoming more favorable compared to traditional single-case funding. While single-case funding concentrates risk on the quality of a single case, portfolio investment spreads risk across multiple cases, involving various patent owners, technologies and defendants. This approach enhances diversification and the potential for return on investment. Portfolios can be structured to match an investor’s risk profile, including a mix of high-risk, high-reward cases and lower-risk cases to balance the overall risk of a portfolio. Funders are increasingly using insurance to protect their investments, with judgment preservation and enforcement coverage insurance helping to de-risk litigation outcomes. As litigation costs continue to rise, funders will become more selective, focusing on high-quality cases with enforceable, valid and litigation-tested patents; clear infringement; and significant damages. Advancements in AI-based predictive analytics will further enhance funders' ability to assess portfolio risk and returns, integrating data analytics to improve efficiency in case selection. An Emerging Alternative Investment Tool The institutionalization of patent litigation finance funds is emerging as an alternative investment tool, with dedicated capital pools focused on patent enforcement and monetization. Pension funds, family offices, endowments and private equity firms are increasingly allocating resources to alternative investments, including litigation finance funds. The legal landscape is evolving, particularly concerning patent subject-matter eligibility under 35 U.S.C. Section 101 and the Alice decision, which will impact the patent landscape in high-value technology areas. The IPR process has undergone a significant change since the recent rescission of Vidal’s 2022 memorandum, which has provided PTAB panels more flexibility in weighing Fintiv factors to deny IPR. This change may lead to an increase in use of ex parte reexamination as an alternative or additive strategy for challenging patents. Finally, venue considerations will continue to play a crucial role in determining the trajectory of patent cases. Since the success or failure of a patent case relies heavily on facts and applicable case law, funders should vet thoroughly the strengths and weaknesses of a case to determine if it is investment-grade and the related risk profile, especially if building an investment portfolio.Negotiating Software Licensing Agreements in the Generative AI Era
December 21, 2023In the ever-evolving landscape of technology, the emergence of generative artificial intelligence has ushered in a new era of possibilities. Unlike traditional software, generative AI possesses the ability to create, innovate and even surprise its users. As legal professionals, we stand at the crossroads of this profound technological advancement, tasked with negotiating software licensing agreements that grapple with unprecedented challenges related to ownership, liability and customization. Ownership: Defining the Uncharted Territory The concept of ownership takes on a nuanced dimension in the realm of generative AI. Unlike traditional software, which is crafted with a finite set of predefined rules, generative AI can produce outcomes that are not explicitly programmed. This raises two fundamental questions: Who owns the output of a generative AI system, and to what extent can it be considered the intellectual property of its creator? Lawyers must carefully delineate ownership rights when negotiating software licensing agreements for generative AI. Clarity on the ownership of generated content, algorithms and any novel creations is paramount. Consideration should be given to crafting agreements that address potential disputes over ownership and providing a framework for resolution should such conflicts arise. Additionally, legal professionals should emphasize the importance of regularly updating licensing agreements to reflect the evolving nature of generative AI technologies. Liability: Navigating the Waters of Accountability The unpredictable nature of generative AI introduces a layer of complexity regarding liability. Traditional software operates within the confines of predetermined instructions, making it relatively straightforward to assign responsibility in the event of errors or malfunctions. However, the inherent creativity of generative AI complicates matters, as it can produce unforeseen outcomes that may not align with the intentions of its creators. When negotiating software licensing agreements for generative AI, legal professionals should focus on clearly defining liability parameters. Agreements should outline the responsibilities of both parties in ensuring the ethical use and deployment of the AI system. Moreover, provisions addressing potential legal consequences arising from unexpected outputs should be integrated. Lawyers should advocate for comprehensive indemnification clauses that protect clients from legal repercussions stemming from the actions of generative AI. Customization: Adapting to the Ever-Changing Landscape Generative AI’s ability to adapt and evolve challenges the traditional notion of static software. Customization becomes a key consideration in negotiating licensing agreements, as clients may seek the flexibility to modify and enhance the AI system to meet evolving business needs. Lawyers must facilitate agreements that strike a balance between granting their clients the necessary customization rights and protecting the integrity and security of the underlying AI technology. Legal professionals should advocate for a clear delineation of customization boundaries in addressing customization challenges. Licensing agreements should specify the extent to which clients can modify the AI system and the obligations associated with such modifications, including potential impacts on performance, security and compliance. Emphasizing the importance of regular communication between the parties to address evolving customization requirements is essential in ensuring that licensing agreements remain relevant and effective in an ever-changing technological landscape. Moving Forward: Implementing a Paradigm Shift in Strategy Negotiating software licensing agreements for generative AI requires a paradigm shift in strategy for legal professionals. Ownership, liability and customization present unprecedented challenges that demand thoughtful consideration and strategic drafting. As we stand at the intersection of law and technology, lawyers must navigate these uncharted waters with a keen awareness of the unique characteristics of generative AI, ensuring their clients are well positioned to harness the benefits of this groundbreaking technology while mitigating the potential legal risks.Through the Looking Glass: Navigating Software and AI in the Age of Alice
June 27, 2023Artificial intelligence (AI) is a driving force behind advancements in software and computer-implemented innovation, and it raises important considerations with patents. In the world of AI, patents can cover more than just hardware components – they can also encompass new software functionality, computer processes and innovative solutions. Patents play a critical role in protecting the underlying technology that allows AI systems to perform tasks like natural language processing, image recognition and autonomous decision-making. Securing patents for software, computer-implemented innovation and AI is complex due to the challenges posed by the patent eligibility criteria of Section 101 of the Patent Act. The Supreme Court’s 2014’s Alice Corporation Pty. Ltd. v. CLS Bank International, et al. (Alice) decision introduced a two-step framework to determine patent eligibility. First, the framework evaluates whether the invention is an abstract idea, law of nature or natural phenomenon. Software and computer-implemented innovation, including AI, are generally evaluated as abstract ideas. If an invention is an abstract idea, the second step of Alice requires assessing whether the invention includes an inventive concept beyond the abstract idea itself. This means the invention must present a new and inventive solution to a technical problem rather than a trivial variation on existing technology. The Alice decision clarified that abstract ideas, e.g., algorithms or software, operating on a generic computer could not be patented. This is intended to prevent overly broad concepts from being patented and to encourage innovation beyond basic ideas. As a result, many instances of computer-implemented innovation have been considered abstract ideas that lack the inventive concept required by Alice. The Alice decision raised the bar for patent eligibility, making it more challenging to obtain patents for software and computer-implemented innovation, including those incorporating AI. To navigate these challenges successfully, it is crucial to carefully consider the technical aspects and practical applications of computer-implemented innovation when preparing patent claims. For patent applications covering software, computer-implemented innovation and AI, detailed claim language should be used to describe how the software or computer-implemented innovation solves specific technological problems. This can include explaining how the invention operates at the level of a computer processor. Claim language should also highlight the practical applications and tangible benefits provided by the invention while emphasizing specific technical aspects and innovative features that enable it to function effectively in a computer system. Moreover, it can be beneficial to demonstrate how the invention improves on an existing technology or leverages the capabilities of a computer processor to solve complex problems, enhance performance or provide unique functionalities. This detail is used to describe how a novel process or interaction occurs within a computer system and achieves practical and tangible results. In summary, when seeking patent protection for software and computer-implemented innovation, including AI, it is crucial to strategically navigate the requirements of Section 101 in the Alice framework. The chances of obtaining a patent increase significantly when the focus is on the technical aspects, practical applications and inventive concepts of software and computer-implemented innovation.