End-to-End Internet of Things & Edge Intelligence

We bridge physical hardware sensors to cloud networks. From remote environmental loggers to smart city monitors and industrial telemetry gateways, KRAG builds complete connected ecosystems.

What We Engineer

• Edge-to-Cloud Protocols: Efficient, low-bandwidth telemetry streaming via MQTT, CoAP, HTTPS, and Protobuf over cellular (LTE-M/NB-IoT), Wi-Fi, and LoRaWAN networks.
• Mesh & Field Networks: BLE Mesh, Zigbee, and Thread/Matter device clustering for smart building automation and industrial sensor networks.
• Edge Machine Learning (TinyML): On-device anomaly detection, acoustic signature classification, and sensor fusion algorithms running directly on microcontrollers without cloud dependency.
• Remote Fleet Management: Device provisioning, remote configuration updates, heartbeat monitoring, and over-the-air firmware campaigns.