The advent of Artificial Intelligence (AI) over recent years has truly revolu- tionized our industries and personal lives, offering unprecedented opportunities and capabilities. However, while cloud-based processing and cloud AI took off in the past decade, we have come to experience issues such as latency, bandwidth constraints, and security and privacy concerns, to name a few. That is where the emergence of Edge AI became extremely valuable and transformed the AI landscape.

Edge AI represents a paradigm shift in AI deployment, bringing computational power closer to the data source. It allows for on-device data processing and enables real-time, context-aware decision-making. Instead of relying on cloud-based processing, Edge AI utilizes edge devices such as sensors, cameras, smartphones, and other compact devices to perform AI computations on the device itself. Such an approach offers multitudes of advantages, including reduced latency, improved bandwidth efficiency, enhanced data privacy, and increased reliability in scenarios with limited or intermittent connectivity.


IOE provides tailor-make dataset collection, feature engineering, design a model architecture,  deep-learning, training and modelling, complie and deployment on target microcontrollers (MCU) services. 

Other Technologies


Beside HF and UHF RFID tags and readers, IOE is developing UWB based chipless RFID system.  It will open a lot of cost-effective opportunities for retail, IoT and healthcare industries.


We supply Ultra-Wide Band (UWB) and mmWave radars for healthcare and indoor location service.  The main applications are contactless vital signs sensing, blood pressure & arterial stiffness measurement, and high-precision range measurement.


The coverage of a LoRaWAN network in a city is greatly hampered by the harsh propagation environment. Sensors are sometimes placed under the ground or in places with strong electromagnetic attenuation. IOE provides range extension to LoRa mesh networking with Repeater Node.  The Repeater Node runs OTAA protocol between LoRaWAN gateways and is compatible standard sensor nodes.

Professional services

We provide a board spectrum of professional services ranging from circuit & embedded software development to type approvals and from product design to OEM manufacturing.  Please send your enquiry.