Artificial Intelligence (AI) Patent Attorneys

AI Law Firm having Offices in Boston, Los Angeles, Orange County, and San Diego

Torrey Pines Law Group's Artificial Intelligence (AI) patent attorneys and FDA regulatory advisors have protected AI intellectual property internationally, and have assisted with obtaining FDA clearances and commercializing AI-enabled products worldwide. The firm is at the forefront of protecting the intersection of AI and biotechnology, AI and pharmaceuticals, and AI and medical devices, and AI and diagnostics development, and we have assembled a world-class team of practitioners to assist our clients.

Chambers Spotlight 2025 Torrey Pines Law Group The firm has been recognized by Chambers as a leading California intellectual property law firm specifically focused on AI patent preparation and prosecution. Torrey Pines Law Group’s inclusion as a top patent law firm underscores its exceptional capabilities in patent preparation and prosecution, IP legal opinions, intellectual property due diligence, lifecycle management, litigation avoidance, IP transactions, and related business strategy for emerging AI technologies. We have also been consistently selected by The Patent Lawyer magazine as one of the Top Ten West Coast IP and patent law firms.

Torrey Pines Law Group's first AI clients over a decade ago were neuroscientists from UC San Diego who developed an unsupervised machine learning algorithm for the development of consumer products. The firm has since represented clients developing Artificial Neural Networks (Convolutional Neural Networks, Deep Learning, Computer Vision, Natural Language Processing, Generative Adversarial Networks, and medical diagnosis algorithms) and we have helped advance the field of Digital Health and Software as a Medical Device (SaMD) internationally.

The firm's experience includes:

Patenting AI-enlabled technologies worldwide
Obtaining FDA-cleared AI medical devices (Software as a Medical Device, or "SaMD") through the 510(K) and 510(K) de novo regulatory pathways
Drafting legal opinions related to patentability, patent infringement, non-infringement, patent validity, and safe harbor for AI-enabled technologies
Drafting and negotiating a wide variety of agreements with respect to AI Software as a Service (SaaS) transactions
Securing private investment for AI research and development
In- and out-licensing AI technology and IP
Pre-Litigation strategy for Artificial Intelligence clients in state and federal courts
Conducting due diligence in licensing, merger, acquisition, IPO, distribution, and supply agreements

The IP attorneys, patent lawyers, engineers, scientists, and patent agents at Torrey Pines Law Group have also worked in a variety of medical device industries and have assisted with commercializing, researching, and developing technologies including:

Machine Learning & Deep Learning:

Novel Neural Network Architectures: Unique ways of structuring and connecting artificial neural networks for specific functionalities.
Deep Learning Techniques: Innovative methods used in deep learning models (e.g., convolutional neural networks, and recurrent neural networks).
Machine Learning Training Processes: Specific ways to train machine learning models, including data pre-processing techniques and optimization algorithms.

Examples of AI applications we have experience with include:

AI Applications:

AI-powered Systems and Devices: Inventions where AI is a critical element (e.g., autonomous vehicles with AI-based decision-making, and medical diagnostic systems with AI analysis).
AI-driven User Interfaces: Novel ways AI personalizes or optimizes user interfaces (e.g., chatbots with advanced conversation capabilities, recommender systems with AI-powered suggestions).
AI for Content Creation: Methods using AI to generate creative content (e.g., AI-powered music composition, and AI-generated artwork or text).

Other AI-related technologies we have experience with include:

Other AI-Related Technologies:

Explainable AI (XAI) Techniques: Methods for making AI models more transparent and interpretable.
Reinforcement Learning Algorithms: Novel approaches to training reinforcement learning models used in AI agents.
AI Hardware and Software Integration: The intersection of AI software interacting with specific hardware architectures optimized for AI workloads.

We welcome the opportunity to see how we can work together. You can also find us on LinkedIn®, Yelp®, and Facebook®.

Torrey Pines Law Group, PC serves technology innovators with protecting intellectual property, obtaining regulatory approvals and clearances, and making deals and closing technology transactions throughout the U.S., including in major technology hubs such as San Diego, San Francisco, Palo Alto, San Jose, Silicon Valley, Boston, Cambridge, Chicago, Minneapolis, Houston, Dallas, Atlanta, Denver, Seattle, Portland, Boulder, Orlando, the Research Triangle (Raleigh, Durham, and Chapel Hill), the Mid-Atlantic (New Jersey, New York, Philadelphia, Maryland, Virginia, and Washington, DC), Pittsburgh, Cleveland, Ann Arbor, and throughout Southern California in Los Angeles, Orange County, Irvine, Torrey Pines, Sorrento Valley, and La Jolla.

We have experience with international intellectual property, regulatory and transactional matters pending in Beijing, Shanghai, Shenzhen, and Guangzhou China; Tokyo, Japan; Berlin, Munich and Frankfurt Germany; Tel Aviv Israel; Mumbai, Bengaluru, and New Delhi India; London and Edinburgh United Kingdom; Vancouver, Toronto, Calgary and Montreal Canada; Dublin, Ireland; Cape Town, South Africa; Mexico City and Tijuana Mexico; Brussels, Belgium; Copenhagen, Denmark; Paris, France; Madrid and Barcelona Spain; Moscow, Russia; Santiago, Chile; Montevideo, Uruguay; Buenos Aires, Argentina; Sao Paulo and Rio de Janeiro Brazil; Seoul, South Korea; Taipei, Taiwan; Hong Kong; Hanoi, Vietnam; Bangkok, Thailand; Kuala Lumpur, Malaysia; Milan, Italy; Singapore; Sydney, Melbourne, Perth and Adelaide Australia; Auckland, New Zealand; Oslo, Norway; Stockholm, Sweden; Helsinki, Finland; Kiev, Ukraine; Budapest, Hungary; Vienna, Austria; Prague, Czechia; Geneva and Lausanne Switzerland; Bahrain; Doha, Qatar; Abu Dhabi and Dubai UAE; and Jeddah, Saudi Arabia.

Artificial Intelligence Patent Attorneys - AI Patent Preparation & Prosecution Lawyers - Machine Learning Intellectual Property - Machine Learning IP - Deep Learning Law - Medical Diagnosis Algorithm Counsel