➀ Efabless and SensiML collaborate to offer chipIgnite ML, a new SoC platform that promises developers the ability to create custom silicon ten times more efficient than MCUs, expanding the potential for edge ML; ➁ The platform offers dedicated functionality accessible via SensiML's development tools, reducing development time and enhancing ML capabilities for edge applications; ➂ SensiML's AutoML platform allows embedded developers to create ultra-efficient sensor inference algorithms, while Efabless provides open-source tools for designing custom SoCs.