Illustration: alphaspirit via iStock
Dallas-Fort Worth ranked No. 11 for patents out of 250 metros. Patents granted include: Capital One's method for deploying and versioning machine learning models, Dell's multi-threaded text affinity analyzer for text and sentiment analytics, DePuy Synthes Products' porous implant materials, Hypergrid's cloud computing scoring systems, Intuit's automated access of tax documents for preparing an electronic return, Panacea Quantum Leap's device for extracting water from the environment, Textron's tiltrotor aircraft having interchangeable payload modules, Toyota's traffic signal learning and optimization, and USAA's systems for gamification.