Edge Device Integration
We integrate sensors, gateways, and edge processors into unified IoT systems. Whether you need protocol translation between legacy industrial equipment or edge computing for real-time decision making, we bridge the gap between physical devices and your cloud platform.
What We Deliver
Core capabilities
IoT Gateway Development
We build custom gateway software that handles protocol translation, local data processing, and edge computing. Our gateways run on industrial hardware and manage connectivity between field devices and cloud services.
Sensor Integration
We connect industrial sensors across analog and digital interfaces, including RS485, 4-20mA current loops, Modbus RTU, and digital I/O. Our integration covers calibration, signal conditioning, and data normalization.
Edge Computing and Processing
We deploy ML inference models and data processing pipelines directly on edge devices. Local filtering, aggregation, and anomaly detection reduce bandwidth usage and enable real-time responses without cloud round-trips.
Protocol Translation
We build protocol bridges that convert between industrial and IoT standards. Modbus to MQTT, BACnet to REST, OPC-UA to cloud APIs, and custom binary protocols all become part of a unified data layer.
Connectivity Management
We implement robust connectivity stacks with automatic failover between cellular, Wi-Fi, Ethernet, LoRaWAN, and satellite links. Connection health monitoring and adaptive data routing keep your devices online.
Edge to Cloud Pipelines
We design data pipelines that buffer, compress, and forward telemetry from edge to cloud. Store-and-forward mechanisms handle intermittent connectivity, and data prioritization ensures critical events arrive first.
Engineering Flow
How we execute
Tech Stack
Tools & technologies
Raspberry Pi / Compute Module
Versatile edge compute platform for gateway applications and local processing.
NVIDIA Jetson
GPU-accelerated edge computing for ML inference, computer vision, and heavy data processing.
Industrial Gateways
Ruggedized hardware from Advantech, Moxa, and Sierra Wireless for harsh environments.
Node-RED
Visual flow-based programming for rapid protocol bridging and data transformation.
Python
Edge application development, data processing scripts, and ML model deployment.
Docker / Balena
Containerized edge deployments with remote management, OTA updates, and fleet orchestration.
MQTT / Mosquitto
Lightweight messaging protocol for device-to-cloud and device-to-device communication.
Modbus / OPC-UA
Industrial communication protocols for PLCs, sensors, and SCADA system integration.
LoRaWAN / Cellular
Long-range and cellular connectivity for remote and mobile edge deployments.