Capabilities

We work across the full stack, from embedded systems to cloud and data analysis.

Embedded & sensing

We develop embedded systems using microcontrollers and embedded Linux platforms, often running RTOS-based firmware. We integrate a wide range of sensors, as well as advanced measurement systems such as National Instruments. Depending on the application, we deliberately choose between off-the-shelf solutions and custom-designed hardware. Where robustness and certification are key, we leverage proven platforms; where flexibility, cost or form factor matter, we design and build dedicated hardware tailored to the use case.

Connectivity & communication

Our systems communicate using lightweight and scalable protocols such as MQTT, HTTP and LoRaWAN, complemented by wireless technologies like WiFi and BLE. This allows reliable data transfer from field devices to cloud environments.

Cloud & backend systems

We build backend systems and data pipelines using technologies such as Python and Java. Our architectures are event-driven and designed for scalability, using streaming and messaging concepts to process data efficiently.

We prefer working with European cloud providers like Scaleway.

Data & storage

We work with both relational and NoSQL databases, including PostgreSQL and MongoDB, and design data models that support scalable and efficient data processing.

Data analysis & AI

Our solutions include data analysis and machine learning, enabling predictive modelling and insight generation from sensor data. Depending on the use case, we build AI pipelines for anomaly detection, trend analysis, forecasting and decision support. We focus on practical, explainable models that can be validated with domain experts and integrated into day-to-day operations.

Infrastructure & deployment

We use containerization and orchestration technologies such as Docker and Kubernetes, combined with modern monitoring and logging solutions, to ensure systems are robust, observable and maintainable.