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The Alif Blog

Integrating On-chip AI/ML with BLE and Matter for Next-Gen Endpoint Devices

Combined, BLE and Matter provide a powerful foundation for low-power, interoperable endpoint devices. BLE enables efficient wireless communication between devices and gateways, while Matter ensures that devices can interact seamlessly within a unified smart home ecosystem. By leveraging both technologies, endpoint device manufacturers can design products that are energy-efficient, secure, and compatible with a wide range of devices and platforms.

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Wearables Demand Dedicated NPUs for AI/ML Operations

Real-time processing is essential for applications such as health monitoring and augmented reality, with immediate feedback or action required. For example, in an AR setting, real-time object recognition and spatial mapping are essential for overlaying digital information onto the real world seamlessly. Whereas cloud solutions have round-trip latency delays, an edge-based ML model could instantly analyze the camera feed to identify objects and spaces.

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Enhancing Retail Security and Integrity

From the moment you swipe or tap your card at a Point-of-Sale (POS) terminal, you are part of a complex digital ecosystem that is vulnerable to cyber threats. For electronic payments, Point-of-Sale (POS) systems are a complex digital process, making retailers and customers vulnerable to cyberattacks.

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Enhancing Cybersecurity in Industrial Applications

Automation systems are crucial elements of industrial sectors such as manufacturing, energy, and transport, responsible for monitoring and controlling industrial processes. However, as these systems integrate with corporate IT networks and the internet for remote monitoring and control, they offer potential entry points for cyberattacks.

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