AI + Patent
About
Finnegan brings unmatched experience at the intersection of AI and patent law, helping clients secure, defend, and maximize the value of their AI-driven innovations. We represent pioneers building the next generation of AI technologies and industry leaders embedding AI into transformative products and platforms. Our patent strategies are built to protect what drives your competitive edge—algorithms, models, data infrastructure, and intelligent systems spanning the full spectrum of technology, from pharma to robotics.
Patents that Power Progress
What makes us different is our depth. Our global team includes engineers, scientists, and patent professionals fluent in the language of AI. We don’t just understand the law; we understand the technology. That technical command powers everything we do, from drafting foundational patents to navigating complex litigation. Whether you're protecting innovation or defending your position, we deliver bold, strategic solutions that move your business forward.
We help clients:
- Build Strong, Defensible Patents: Our attorneys—many with advanced degrees in computer science, engineering, and data science—draft and prosecute patents that capture the full scope of AI innovation, from algorithms and models to data pipelines and system architectures.
- Enhance Portfolio Value: We identify high-value assets and apply strategic prosecution techniques to strengthen claims, broaden coverage, and increase enforceability.
- Navigate R&D and IP Risks: We counsel on research and development strategies that minimize exposure to third-party patents and reduce the risk of infringement.
- Analyze Competitor Portfolios: Our team conducts in-depth analyses of competitor IP to uncover weaknesses, identify design-around opportunities, and inform strategic decisions.
- Litigation and Enforcement for AI Patents: When disputes arise, Finnegan’s litigation team brings decades of experience in high-stakes patent enforcement. We represent clients in German regional civil courts, U.S. district courts, the UK Intellectual Property Enterprise Court, the UK High Court, the German Federal Patent Court (FPC), the U.S. International Trade Commission (ITC), the U.S. Court of Federal Claims, the German Federal Court of Justice (FCJ), the UK Court of Appeal, the U.S. Court of Appeals for the Federal Circuit, and the U.S. Supreme Court, with a deep bench of trial and appellate attorneys who understand the technical nuances of AI.
- Develop Comprehensive Strategy: Combining complementary aspects of trade secret and patent protection, we provide umbrella protection for an entire portfolio of innovation.
Contacts
Experience
Finnegan is proud to partner with CentralSquare in developing and protecting its mission-critical software and technology solutions for public sector agencies, including those serving public safety and public administration. Our team has led the drafting and prosecution of a broad portfolio of artificial intelligence (AI)-related patent applications, advancing CentralSquare’s innovations across emergency services and municipal operations. These AI technologies accelerate emergency response, streamline workflows, and strengthen data-driven decision-making for agencies and the communities they serve.
Working closely with CentralSquare’s inventors and in-house counsel, we ensure every application captures the technical depth of the invention while aligning with CentralSquare’s strategic goals. We prioritize clarity, enforceability, and foresight—refining claims, anticipating examiner challenges, and crafting robust Office Action responses. By anticipating industry trends in AI and preparing forward-looking applications, Finnegan positions CentralSquare’s innovations not only to be protected, but to drive lasting impact in public safety and beyond.
Finnegan supports Megagon Labs with developing its patent portfolio directed to cutting edge artificial intelligence (AI) technologies and assists with open-source licensing matters.
Finnegan represents Huddly AS, a leading developer of advanced camera systems for team collaboration, in patent prosecution and counseling matters. The firm works closely with Huddly to shape a comprehensive patent strategy that protects its portfolio of videoconferencing technologies, which integrate design, hardware, software, and artificial intelligence (AI) to deliver intelligent, high-performance imaging solutions.
Finnegan represents NeuroBlade, Ltd., a developer of artificial intelligence (AI) inference chips designed to address memory bottlenecks in data center and edge computing environments. The firm provides ongoing patent prosecution services, including drafting and prosecuting applications related to memory-based processors, distributed storage agents, and partial refresh algorithms. Finnegan supports NeuroBlade’s global IP strategy, advising on patent prosecution in the United States, United Kingdom, and multiple Asian jurisdictions.