Team
Our Team
Tamon Nakano, Ph.D.
Co-founder
AI, Mechanical Engineering, Business Development
Daniel Köglmayr
Co-founder
AI, Algorithm Development
Sebastian Baur
Co-founder
AI, Software Development
Lightweight, high-accuracy real-time prediction AI that runs on small devices.
No cloud required. No GPU required. Predict unmeasurable values,
detect anomalies, and forecast remaining useful life from existing sensor data.
Entrox Systems is a spin-out project from the DLR German Aerospace Center. We are developing reservoir computing technology from the research lab for real-world industrial applications.
Based in Germany, developing cutting-edge prediction technology for industrial sites worldwide.
Industrial sites generate diverse time-series data from sensors and equipment. Our AI learns patterns from even small amounts of time-series data, enabling real-time prediction of hard-to-measure values, anomaly detection, and remaining life forecasting.
Runs on small, low-cost devices. No cloud connection required — your data stays on-site.
Training completes in seconds. Quickly adapts to new environments and starts running immediately.
Delivers performance comparable to large-scale AI on low-cost hardware.
Builds optimized models per site and use case. Flexibly handles high-mix, low-volume production.
Addressing the full spectrum of industrial prediction challenges.
Real-time prediction of hard-to-measure parameters from existing sensor data
Learns "normal behavior" of equipment and detects early signs of anomalies
Predicts remaining useful life from sensor data to enable planned maintenance
Real-time prediction of hard-to-measure quality parameters. Reduce analysis wait times and enable early defect detection.
Early detection of anomalies in pumps, compressors, and more. Prevent unplanned downtime and reduce maintenance costs.
Predict quality and efficiency from operating conditions. Reduce trial-and-error and digitize expert knowledge.
Build individual models per product and line in minutes. Flexibly adapt to high-mix, low-volume production.
No expensive servers or cloud subscriptions needed
Data stays on-site — enhanced security and privacy
Fast deployment — models applied per site in minutes
Scalable — easy rollout across multiple sites and lines
AI, Mechanical Engineering, Business Development
AI, Algorithm Development
AI, Software Development
We co-develop solutions through proof-of-concept projects with leading technology partners.
Our founding research group is based at DLR, the German Aerospace Center, conducting international collaborative research.
Published in IEEE, Elsevier, Springer, and other leading journals.
An integrated development pipeline from research to real-world deployment.
We conduct small-scale pilot projects using your real data to demonstrate effectiveness in your actual environment. Get in touch to discuss your use case.