Home > AI Patent Analytics AI Approach AI capabilities NEWSLetter Sign-up Abstract background of wires and glowing particles Strategic Insights Powered byAI Patent Analytics Enabling high-value strategic decisions via leading AI technologies – purposefully built, responsibly developed. learn more Why AI in Patent Analytics Requires a Different Approach Patent analytics is not a general knowledge problem. It requires navigating over 100 million global patents, applying scientifically validated IP methodology, and connecting portfolio data to real business decisions. That complexity demands AI built specifically for the task, on trusted data, with transparent logic, and with the domain expertise to make results actionable. Our Approach to AI Development AI Built on Quality Data AI is only as good as the data behind it. Without clean, trusted data, analytics risk the classic “garbage in, garbage out” problem. 100M+ global patents harmonized for ownership, legal status, and family structure. 21K ultimate owners mapped with thousands of updates tracked each year. Continuous monitoring of M&A and reassignment events to keep portfolios accurate in near real time. Expert human verification, with a multilingual team across three countries reviewing 35M+ families for ownership accuracy, ensuring global scale with local expertise. By combining automation, expert human validation, and continuous data updates, AI-driven IP analytics can deliver insights that are accurate, reliable, and truly decision-ready. See How We Ensure Data Quality Responsible AI Patent Analytics As part of our AI development, we follow the principles laid out by our parent company RELX 1. We consider the real-world impact of our solutions on people This level of reflection enables us to create trustworthy solutions in line with our company values. Business People In Meeting. A group of six men and women (three man and three woman) sitting around an oval white table having a business meeting. They all are dressed in business causal, and have their laptops out, only two are being used. They are sitting in simple wooden chairs. 2. We take action to prevent the creation or reinforcement of unfair bias This drives high-quality results and averts discrimination. A business office with a number of employees working at computers while listening to a colleague talking and reviewing some data on wall mounted monitors. 3. We can explain how our solutions work An appropriate level of transparency creates trustworthiness for users and regulatory bodies. Rear view at businesswoman working with computer, analyzing project statistics data on laptop screen, graphic information about company growth, apps software for business analysis concept, close up 4. We create accountability through human oversight This enables ongoing, robust quality assurance of machine outputs and helps pre-empt unintended use. Stock image of a beautiful young woman studying a see through computer screen & contemplating. 5. We respect privacy and champion robust data governance This ensures we continue to be recognized as a trusted provider of information solutions. Read More about the RELX AI Principles Our Journey in AI for IP — Built on Trust, Evolving with Technology We have been applying AI to patent analytics since 2013. What started with machine learning for patent classification has evolved into agentic AI that turns business questions into decision-ready strategic insights. Every step has been grounded in the same commitment: trusted data, proven methodology, and responsible development. “Data science and machine learning helps us better manage and shape our portfolio; and operate more efficiently and at scale so that we can execute on our patent strategy.” Mike LeeDirector, Head of PatentsGoogle AI Capabilities Across Our Platform Our AI capabilities are available across the LexisNexis Intellectual Property Solutions platform, from technology scouting to agentic patent analysis. Each is built on the same trusted data foundation and designed to lower the barrier to IP insight. PatentSight+ With Protégé Our most advanced AI capability. Protégé in PatentSight+ is an agentic AI assistant that turns business questions into decision-ready patent insights, grounded in trusted PatentSight+ data and scientifically validated IP metrics. Explore Protégé Classification Generate your own view of any technology area. Build custom technology landscapes and analyze competitive positioning using AI-powered patent classification. explore classification TechDiscovery Quickly explore technology spaces using generative AI and machine learning. Enter a few keywords and instantly generate patent landscape overviews. explore techdiscovery “I want a solid strategy built on real data and access to analytics that can support insights on technology trends and activity at a granular level. Sources of digital innovation are very fragmented so the more useable the information you have, the more sensible the decisions you make.” Calum SmythGlobal Head of IPBarclays AI Patent Analytics: On-Demand Webinar Using AI to Transform and Unlock Your IP Landscape A thought-provoking discussion about the dynamic synergy of patent analytics and AI, and how firms and companies can best utilize available solutions to drive value, increase protection, and eliminate wasteful spending. watch recording Explore What AI Can Do for You Smiling coworkers looking at data on digital tablet in office Have questions about how AI can support your IP strategy? Our experts are here to understand your unique challenges and explore how our AI-powered solutions can be tailored to your IP strategy. 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