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Turning Data into Knowledge

We transform your data into valuable knowledge

With ShiraTech-Knowtion, we have dedicated ourselves to AI-based predictive maintenance and condition monitoring technologies.


By combining ShiraTech’s high-end iCOMOX and Knowtion’s cutting-edge algorithms and software, we have created a unique solution that makes any factory even more efficient and greener. We achieve this demanding goal by applying the latest data science technologies such as Artificial Intelligence (AI), Neural Networks (NN) and Machine Learning (ML).


Offering you the best of both our worlds, we aim to reshape the future of manufacturing.


We combine comprehensive sensor-driven data monitoring with multi-layered artificial intelligence to ensure your equipment is continuously operating at maximum efficiency and at minimal cost.

As a Data Science & AI team,

we can help you unleash your full potential

We are a data science company with expertise in the research, development and application of algorithms for processing sensor and machine data.


We develop powerful algorithms and implement them as individual software solutions. This ranges from embedded to scalable server architectures, based on different platforms, development environments, technologies and standards. Our solutions are provided as individual software modules that can be easily integrated into your architecture or delivered as an entire stand-alone products.


Based on our innovative algorithms and our development process, we help you to gain competitive advantages and added value from your sensor and machine data. The full potential of the data is exploited and you benefit from more efficient processes and better decisions. In our projects, we have already enabled many innovative products, more efficient manufacturing processes and new business models.

With our algorithms you exploit the full potential of your data

Proof of Concept

In workshops, we jointly develop initial ideas, approaches and solutions. Application scenarios are specified and analyzed for their potential. A first look at the data and a quick test of our algorithms is performed. If there is enough potential and the prototypical algorithms prove to be promising, the ``algorithm development`` continues.

Algorithm Development

The entire algorithm pipeline is developed and optimized for the specific application. The solutions are in different areas of data science, such as sensor fusion, state estimation, machine learning, state and anomaly detection. We also work with Big Data methods and build predictive models, for example for predictive maintenance. The developed algorithms can then be implemented into existing as well as new software products as needed during the``software development`` stage.

Software Development

Implementation and integration of the most suitable algorithms for your application. Development of all software modules along the entire processing chain (embedded, edge, cloud). Integration into your processes and infrastructure or development of a completely new standalone software. If you wish, implementation and integration into your cloud or a cloud provider of your choice.

Upcoming trade fairs and events

May 09 – 11, 2023 | SENSOR + TEST | Nuremberg | Booth 1-127


The world leading fair for measurement and sensor technology with the most modern and complete performance and innovation show from sensors to evaluation. Meet the ShiraTech-Knowtion team and learn how state-of-the-art algorithms can also be integrated on your sensor.

June 27 – 30, 2023 | automatica | Munich | Booth B6-520


Visit us at the Smart Maintenance Pavilion of the leading trade fair for intelligent automation and robotics, where all key technologies are united in Munich. Meet us and learn more about how we can optimize your processes and help you realize your business projects.

September 21 – 23, 2023 | EMO | Hannover | Booth 9-E34


Under the slogan “Innovate Manufacturing”, the world’s leading trade show for production technologies presents the latest technological, strategic and organizational trends. Discover our pioneering approaches to efficient production, predictive maintenance and much more at EMO Hannover.

November 14 – 16, 2023 | SPS | Nuremberg | Booth 6-430


Visit our stand at the fair with the highest degree of innovation in automation, control and drive technology. Find out from our experts everything about algorithms and software for Artificial Intelligence (AI) and Machine Learning (ML) and how these can be integrated as a solution into your machines and systems.

Are you interested in our algorithms and software tools?
We look forward to your inquiries and are happy to help you!