UnifyID is a platform for implicit authentication on online and physical devices. In 2017, it was recognized as the most innovative startup at RSA and named a top security solution at SXSW. In 2018, Gartner named UnifyID a Cool Vendor in identity and access management. UnifyID aims to provide security without sacrificing user experience through machine learning-based analysis of gait and human behavior data on mobile devices. The company's tech stack includes mobile SDKs, backends using GO and AWS, and machine/deep learning models in Python.