Unlock the Benefits of Artificial Intelligence for IoT Devices
Capturing the many opportunities for AI-based IoT devices requires the right hardware, software, tools, and ecosystem. Arm is driving the growth of ML with leading-edge technology and a world-class ecosystem built for ML.
IP and Solutions
Arm solutions and IP enable ML application performance and efficiency across the Arm portfolio of products. Arm already provides the foundation for compute with performance-efficient ML solutions in over 900 million Cortex-A ML-capable devices and 15 billion Cortex-M ML-capable devices in the market today alongside our NPU technology.
Software
Arm provides core components and works with partners to develop custom frameworks that together ease deployment and integrations across AI use cases and applications.
Tools
Tools are an essential way to simplify the development experience. Keil MDK, Arm Vela Compiler, and Arm ML Inference Advisor reduce development complexities, and our partner ecosystem provides tools that work across the range of development environments.
Standards
Alongside alignment to ML-specific standards, including TOSA, TinyML, and OpeXLA, Arm is accelerating innovation with PSA Certified and Arm SystemReady that help enable scalable and portable solutions.
