Our solutions

Products and tools we have built, each with a detail page and a working demo. Most client work stays private; evaluation versions and demonstrations are available under NDA.

Diagram of a web interface, a cloud engine and devices with an update agent
ProductPre-production, licensable

Over-the-air update solution

Secure over-the-air updates for Linux-based connected devices: an update agent on the device, a cloud engine and a web interface to plan and roll out updates. A pre-production version is available for you to evaluate in your own environment.

View solution and demo
Truck with detected anomalies marked by boxes and confidence scores
Computer visionClosed source, licensable

Computer vision for your cameras

Detection, counting and anomaly detection from camera images, with a neural network trained on your own data. For example, finding damage or loose load on a truck from its image.

View solution and demo
Diagram of devices with an edge library, a cloud engine and existing systems
Connected devicesClosed source, licensable

Connected device communication

Our own edge library and cloud engine exchange data between your edge devices and your systems (server, data center, cloud or neo-cloud), reliably and without loss, using protocols such as HTTP and MQTT.

View solution and demo
Boot stages before and after analysis
Linux devices

Boot time analysis and optimization

We study your system to find where the boot time goes, then fix it, so your devices come up fast and start sending useful data sooner. Delivered successfully for a client in Belgium.

View solution and demo
Explainable AI evaluation interface
Explainable AI

Explainable AI evaluation

Is your AI making correct decisions, and for the right reasons? We evaluate it with established methods such as LIME, SHAP and Grad-CAM, and with custom questionnaire applications that collect expert feedback on its decisions.

View solution and demo
Diagram of users, a local language model and documents inside one network
Local LLM

Local LLM infrastructure setup

We size, set up and bring up language-model infrastructure inside your network and connect it to your documents and tools.

View solution and demo
Diagram: your labeled images, training of an open-source detector, and the trained model marking ripe and unripe fruit
Computer visionTraining service

Custom computer vision training on your data

We train an open-source detection model on your images with labels you define, on your premises or in our lab, so it recognizes the objects and conditions that matter in your operation.

View solution and demo

Open-source libraries and tools

Most of our work is closed source. These libraries are building blocks we use inside our own solutions. We publish them on GitHub to show the engineering practice behind our work; they are not a service we offer.

Low-level C building blocks

Thread-safe malloc with a dynamic memory usage tracker.

Thread-safe queue with locks.

Thread-safe linked list.

Simple thread implementations in C.

C and C++ timer library with millisecond resolution.

Device communication and remote access

Basic MQTT client library based on Eclipse Paho.

Linux utility that downloads only the differences from a remote server.

Linux utility that uploads only the differences to a remote server.

Password-less SSH utility based on Dropbear.

Network and fleet tools

Script that monitors network connectivity.

Discovers neighboring device IP addresses on the same LAN.

Raspberry Pi SD card clone utility: clones a running SD card image.

License it or have it built

Applications and tools built for clients stay private. A demonstration or an evaluation version is available on request, under NDA, and we are happy to discuss the technology in a meeting.

License a product

  • Closed source, licensed for your use: device-specific license key or online authentication
  • An evaluation version first, so you can test it in your own environment
  • License terms agreed to fit your requirements and budget

Build to your requirements

  • Designed around your system and your problem
  • Built from scratch, or adapted from an existing solution
  • Source code and IP stay with you, with documentation and a handover
Discuss your project