Mobilint's MLD-R1 Revolutionizes Edge AI with Real-Time Sensing and Low-Power Performance

November 2, 2026
Mobilint's MLD-R1 Revolutionizes Edge AI with Real-Time Sensing and Low-Power Performance
  • Ceva and Mobilint unveil REGULUS, an on-device AI processor built on Mobilint’s REGULUS and SensPro/NPU mix, delivering real-time sensing, interpretation, and response for power-constrained edge devices.

  • The MLD-R1 platform supports major AI ecosystems, including PyTorch, ONNX, Hugging Face, TensorFlow, TFLite, and Keras, enabling broad model compatibility.

  • REGULUS achieves up to 10 TOPS of AI performance at under 3W, with support for up to 8GB RAM, targeting robotics, drones, machine vision, smart cameras, and IoT applications.

  • Market context from Pluang as of 2026-11-02, noting movements in US tech stocks, though these fluctuations are peripheral to the Ceva-Mobilint announcement.

  • Ceva has shipped over 22 billion devices and serves more than 400 customers, highlighting its role in accelerating development and reducing risk for intelligent edge projects.

  • Ceva positions its AI fabric portfolio to connect, sense, and infer across 5G, Bluetooth, Wi-Fi, and UWB with low-power, scalable edge AI IP.

  • MLD-R1 enables real-time pedestrian detection, collision-prevention alerts, onboard vision for AGVs/AMRs, restricted-zone intrusion detection, and worker safety monitoring at sub-10W power draw.

  • The collaboration enhances Physical AI by enabling efficient sensing and locally running AI workloads on edge devices.

  • Mobilint’s SDK enables compilation of PyTorch, TensorFlow, and ONNX models, with over 490 validated architectures across CNN, RNN, and transformer types on the hardware.

  • Mobilint’s Yocto Linux SDK includes GStreamer and OpenCV with camera/video/display drivers, enabling streamlined development on the REGULUS platform.

  • Mobilint is a Seoul-based fabless AI semiconductor company focused on high-performance, energy-efficient NPUs and AI SoCs for edge and on-device AI across multiple industries.

  • Mobilint’s REGULUS is part of a broader partnership with Ceva, leveraging NeuPro NPU and SensPro DSP as part of an AI fabric for smart edge deployments.

Summary based on 9 sources


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