The horizon of intelligence is continuously shifting as computing power migrates to the edge. This autonomous paradigm empowers applications with real-time understanding, enabling a {novel set of capabilities. From connected vehicles, the ability to analyze data on-premises unlocks revolutionary advancements. Leveraging cutting-edge architectures