Online machine learning in practice
blueAIC develops and implements technologies in the field of online machine learning (OML), where AI models are continuously updated during live operation.
Python frameworks
blueAIC develops Python frameworks to support research and development in artificial intelligence. They form the software foundation for online-adaptive systems and enable their integration into production environments.
Edge computing
OML is particularly suited for decentralized field applications such as precision farming, building automation, industrial process control, machinery monitoring, and the processing of continuous sensor data. For the deployment of local, remotely maintainable IT infrastructure, blueAIC provides industrial-grade modules and prototypes.
Python frameworks
The software foundation in the field of online machine learning is formed by Python frameworks that support the research and development of online-adaptive systems.
Open-source framework MLPro
MLPro is an open-source framework for machine learning and adaptive systems, developed for use in research, engineering, and education. With the sub-framework MLPro-OA, MLPro includes a specialized architecture for the development of OML methods. blueAIC plays a key role in its further development.
Proprietary OML packages
Building upon the MLPro ecosystem, we develop OML packages for production use cases. These implementations extend the open foundation with proprietary algorithmic components and are designed for performance, stability, and controlled distribution.
With HyperWhip, blueAIC will soon offer a commercial OML distribution that combines Python compatibility with increased execution speed and protected proprietary extensions.
Edge computing
blueAIC develops and integrates decentralized IT systems for use in real-world operating environments. The focus lies on the system integration of industrial-grade components.
Product line blueAT-SF
With the blueAT-SF product line, we offer modular IT components in industrial enclosures with IP68 protection. The modules are designed for permanent field deployment and fully cover IT requirements such as computing, LAN and WAN communication, and PoE power supply.
The operating software blueAssistant enables the straightforward implementation of automation scenarios. Configuration and operation are carried out remotely or via a smartphone app.
The blueAT-SF product line is currently under development.
Prototyping
We offer the development of customized prototypes as a service. This includes the selection of suitable components, their integration, and commissioning within existing environments. Prototypes can be realized independently of the blueAT-SF product line or as complementary solutions based on it.