Earlier this year, we published our findings on some of the best performing patent firms of 2021. Now, we have evaluated this data at the attorney level, meaning that we can compare the activity and performance of patent attorneys and rank them based on their work. To calculate this ranking, our Data Science Team had to develop an AI-based tool to read tens of millions of PDF documents available through the U.S. Patent and Trademark Office’s (USPTO’s) Public Pair website and then use neural networks to identify the attorney responsible for each application.

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