Collectively, these form an integrated solution, especially suited for real-time edge AI. EdgeCortix's solutions can deliver up to 50x better energy efficiency and over 10X better performance versus conventional GPUs and CPUs. Renesas has staked a leadership position in edge and endpoint AI with the industry's broadest offering of embedded computing solutions complemented by its Reality AI Software and a larger number of internal and partner solutions for AI in industrial, smart home, automotive, and other applications. Partnering with EdgeCortix will support Renesas in streamlining and unifying its overall AI/ML (Machine Learning) developer experience across its entire MCU and MPU portfolio, and enable a seamless back-end layer for compilation that supports heterogeneous architectures.