Revolutionizing IoT with Edge Intelligence
Edge AI brings intelligence directly onto IoT devices, enabling real-time decision-making and transforming workloads across industries such as smart homes, cities, healthcare, retail, and industrial automation. Arm accelerates this shift with integrated hardware and software solutions, including Arm Cortex CPUs, Arm Ethos NPUs, and Arm Corstone subsystems. This approach improves efficiency, enhances user experiences, and unlocks new opportunities as IoT deployments scale globally.
How Is AI Efficiency Powering the Edge?
As models shrink and accelerators speed up inference, AI is becoming embedded everywhere, from smartphones to factory floors. This report explores how smarter, faster, and more efficient AI is unlocking intelligence at the edge and delivering transformative new user experiences.
IoT Markets Driving Industry Innovation
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Industrial
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Smart Cities
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Smart Homes
Optimize Operations with Industrial IoT
The shift to industrial automation and industrial IoT (IIoT) has sparked innovation in manufacturing, logistics and robotics. Transformative, intelligent Arm technology can help optimize operations, increase safety, and drive cost savings.
Connecting the Unconnected
Cities are getting smarter, more sustainable, secure, and safer for everyone. Arm helps organizations across retail, transportation, energy, smart cameras, and logistics to evolve with secure, high-performing and power-efficient technology that meets the demand for compute today and in the future.
Secure, Connected Smart Home Automation
The home is going through a transformation. Smart home devices such as thermostats, lighting and appliances are becoming powerful edge AI systems that help us make more informed and effective choices about energy consumption, security, and comfort.
Arm Technology for Edge AI Computing
Arm Corstone Subsystems
The Arm Corstone platform for IoT development simplifies design, enables differentiation, and speeds time to market. It balances performance and energy efficiency for edge AI workloads.
Arm Cortex-A CPUs
Evolving devices need high-performance, power-efficient CPUs to enhance user experiences. Arm Cortex processors meet performance, power, and cost needs for edge AI devices.
Arm Ethos NPUs
AI workloads at the edge are transforming use cases and experiences. Ethos NPU delivers performance, power, and efficiency for future machine learning needs at the edge.
Latest News and Resources
- NEWS and BLOGS
- eBooks
- Developer
- Reports
Accelerate Edge AI Innovation with Smarter Tools and IoT Strategies
Gain actionable guidance from 275+ global decision-makers on how to navigate the rising complexity of edge AI. This exclusive VDC Research report highlights key trends, emerging tools, and strategic choices shaping the next generation of intelligent IoT systems.
Discover the Real-World Impact of Edge AI
Explore what’s possible and build edge-powered solutions. Unlock the full eBook to learn practical applications, implementation strategies, and the platform technologies enabling scalable, intelligent edge AI solutions.
Edge AI
Build Edge AI Applications on Arm
Build secure, reliable, and scalable edge AI using Arm Cortex processors, Ethos NPUs, and optimized libraries.
Embedded Development
Embedded Development for Cortex-A & Cortex-M
Access key Arm developer resources to help you create innovative and high performing embedded systems.
The New Frontier for Edge AI
Smaller models and accelerated compute are transforming edge AI.
Arm AI Readiness Index
Our global analysis of AI readiness explores how enterprises are leveraging AI at the edge, highlighting key opportunities and challenges in adoption—from real-time processing and efficiency to scalability and security.
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