Intelligent data edge architecture (IDEA) comprises processes, technology, and services that enable it to deliver cutting-edge and innovative approaches to support modern edge applications. It leverages memory as well as elastic, dynamic, adaptive, intelligent, and networked capabilities that are designed to use data and AI capabilities to accelerate edge applications. In this report, we describe the three principles that shape edge intelligence.