Quadric.io stands out for its unique unified hardware/software architecture, specifically optimized for on-device machine learning inference, providing high performance without imposing artificial partitioning of application code. Its GPNPU, a licensable processor IP core, offers scalability from 1 to 64 TOPs and allows seamless intermixing of scalar, vector, and matrix code. The company's commitment to advancing machine learning is evident in its active engagement with cutting-edge research, such as the transformer models first introduced by Google Brain.