Engineering, research and knowledge transfer for green technologies.

AI & IoT development

We design and build connected systems from the sensor to the web interface – robust, secure and vendor-neutral.

• IoT architectures, sensors and device communication (e.g. MQTT, REST)
• Embedded systems and edge computing on ARM and x86 platforms
• AI models for anomaly detection, forecasting and classification
• Web dashboards for monitoring, alerting and asset management
• Agentic AI: AI agents for monitoring, diagnosis and approval-gated corrective actions (self-healing)
• Edge AI on low-cost, energy-efficient hardware – data stays on site
• Vendor-neutral integration and continued operation of existing and legacy devices

Smart buildings, smart monitoring, energy management & intelligent maintenance

We make the operation of buildings and industrial facilities transparent: faults in HVAC systems, building automation and technical equipment are detected automatically, root causes are narrowed down and actions are derived – reducing energy consumption and CO₂ emissions without sacrificing comfort.

• Monitoring of indoor climate, air quality (CO₂) and system states
• Automated fault detection and diagnosis (FDD) for heating, ventilation and air-conditioning (HVAC) systems
• Detection of sensor and actuator faults, e.g. stuck dampers or sensor drift
• Demand-controlled ventilation and heating
• Data-based analysis and optimisation of system operation
• AI-based energy management
• Condition monitoring as a basis for needs-based maintenance
• Probabilistic fault diagnosis with (fuzzy) Bayesian networks and multimodal AI
• AI-supported coordination and scheduling of maintenance jobs and technician teams
• Cloud platforms and building automation integration via BACnet/IP and Modbus

Consulting for sustainable technologies

We support you from idea to implementation – with a focus on energy efficiency, resource conservation and the goals of the European Green Deal.

• Technology and feasibility assessment
• Design of sustainable digital solutions
• Circular economy: keeping existing hardware in operation instead of creating e-waste
• Tailored engineering solutions
• Market and competitor analyses, business model and go-to-market development
• Feasibility studies and R&D roadmaps for innovation projects

Training & skills development

We build skills in digital and sustainable technologies – practical and tailored to your audience.

• Internet of Things and cyber-physical systems
• Embedded systems and fault-tolerant control
• Fault diagnosis and maintenance of technical systems in buildings and industry
• Workshops for companies, universities and training providers
• Entrepreneurship and start-up workshops, keynote webinars and mentoring
• Agentic AI and AI agents in practice