How to track evolution of patent landscape? Most patent landscapes take months to complete. The data, however, becomes outdated after the landscape analysis is completed. In their respective technology areas, 15–30 patents are published each month. The data must be...
Technology intelligence, i.e., generating business-relevant insights, occurs when hypotheses are generated by connecting multiple and disparate data sources. For e.g., websites, press releases, annual reports, patents, technical publications, product manuals etc. Further, they are then verified through triangulation. Today, the...
Patent Portfolio Analysis Prosecuting, sustaining, and litigating a single patent as a separate entity will not provide a company or individual with a greater revenue or competitive advantage than maintaining a collection of patents and deciding on different research and...
What Is Competitor Benchmarking? Competitor benchmarking is a technique for obtaining a metric – a benchmark. Benchmarks are simply the “what,” and benchmarking is the “how.” Benchmarking is a technique for maintaining an edge by recognizing where one stands. It...
XLSCOUT put the use of reinforcement learning to its AI-based Novelty Checker tool to get quality prior-art search reports in just 10 minutes.
Machine Learning is now being used in most search platforms, including many patent searching tools. One subset of ML (Machine Learning) that has recently gained traction is ‘Reinforcement Learning.’ The basic idea of reinforcement learning is quite simple, use feedback...