Partnership: Cybus & prenode

February 1, 2021

prenode Provides Distributed and Scalable Machine Learning on Edge Devices

With the support of prenode, manufacturing companies can use services based on artificial intelligence (AI) without compromising data protection. Thus predictive maintenance, automatic anomaly detection, or automatic quality control become feasible.

Usually, the development of machine learning models for industrial machines requires large amounts of sensitive data to be transferred to the cloud. With our solutions, these security risks can be circumvented as we follow the paradigm of "modal exchange instead of raw data exchange".

Our underlying platform works with any machine and in any customer environment. This gives machine operators full control over their data when they use intelligent services.

Cybus Provides a Unified Data Infrastructure

Cybus specializes in information connectivity and architecture for smart factories. At its core stands the Cybus Connectware, a universal IIoT edge platform. Factory operators use it to turn a heterogeneous shopfloor infrastructure into a central hub for machine data. Machine manufacturers then only have to decide which data is needed where and Cybus delivers it: Data as a Service.

Datenanbidnung Schema
Datenanbidnung Schema (OPC UA, OPC DA, Heidenhain, Fanuc, Sinumerik, ISO 9006 (S7), Modbus, BACnet, Beckhoff ADS, Rockwell Ethernet/IP, HTTP/REST, MQTT, SICK SOPAS, ...)

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September 3, 2024

prenode honored as top AI startup for the fourth time

In a comprehensive analysis of over 1000 AI startups, carried out by appliedAI Institute for Europe gGmbH in collaboration with Deutsche Telekom, NVIDIA, Intel, UnternehmerTUM and eleven renowned venture capital companies, prenode was named one of the 687 most promising AI startups in Germany.

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April 18, 2024

Factory-X: The digital ecosystem for manufacturing — and prenode is on board!

Since February 2024, Factory-X has been driving forward the digitization of German industry. Based as part of the Manufacturing-X Initiative, which is funded by industry, politics and science under the umbrella of the Federal Ministry of Economics and Climate Protection (BMWK), Factory-X aims at the secure and efficient exchange of data throughout the production and supply chain.

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August 4, 2023

prenode continues to shine in the German AI Startup Landscape for the third consecutive year

We proudly announce that it has again secured a spot in The German AI Startup Landscape for the third time. This recognition places prenode as one of the 508 most promising AI startups in Germany for the current year.

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May 19, 2023

prenode and TRUMPF Win the "SCALE!" Category of 2023 Microsoft Intelligent Manufacturing Award (MIMA)

prenode, in partnership with TRUMPF Werkzeugmaschinen SE & Co. KG, has unveiled an innovative technology that empowers live monitoring and remote troubleshooting for Equipment-as-a-Service (EaaS) in the sheet metal industry.

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April 11, 2022

prenode at the AI German Startup Landscape 2022

We are very happy to announce that prenode has been listed for the second time on the AI Startup Landscape 2022 (in the section platform) as one of the 304 most promising AI startups in Germany.

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February 8, 2022

prenode is Member of the German AI Association

The German AI Association connects the most innovative AI and deep tech companies with industry partners and politics. It is the largest AI network in Germany with more than 350 members.

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December 29, 2021

prenode is on the Industrie 4.0 Map

We are honored to be part of the Industry 4.0 map once again in the area of "Analytics/Efficiency".

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December 13, 2021

Robin Hirt guest at Podcast of the Technologiefabrik Karlsruhe

In episode #25 of the Tech + Founder Podcast of the Technologiefabrik Karlsruhe, prenode CEO Dr.-Ing. Robin Hirt talks about AI in mechanical engineering.

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October 14, 2021

Robin Hirt presents prenode at VDMA STARTUP THE FUTURE 2021

Our CEO Robin Hirt participated in the digital event START-UP THE FUTURE of the VDMA.

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July 26, 2021

prenode receives Award as AI Champion Baden-Württemberg 2021

We are very proud to be recognized as an AI Champion in the category of small and medium-sized enterprises by the Ministry of Economics of Baden-Württemberg!

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May 1, 2021

Federated Learning on Medical Data: Collaborative Research Project with ZEISS

In a joint effort with researchers from the ZEISS Group and the Carl Zeiss Meditec AG, we applied our decentralized approach to carry out anomaly detection in OCT images taken of eyes.

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February 3, 2021

Academic Activities at KIT 2021: Lectures on Digital Services and Artificial Intelligence

prenode is actively involved in academic lectures at the Karlsruhe Institute of Technology (KIT). Among others, prenode co-CEOs Robin Hirt and Ronny Schüritz are contributing know-how and practical insights to lectures at the Institute of Information Systems and Marketing (IISM) and the Karlsruhe Service Research Institute (KSRI).

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January 10, 2021

Winner of AI Competition BW: Predictive Maintenance for WEISSER Precision Turning Machines

We are proud to announce that our proposal was accepted as part of the innovation contest by the Ministry of Economics BW. Together with WEISSER Group and the Hahn-Schickard Gesellschaft, we are developing a predictive maintenance solution for WEISSER precision turning machines.

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January 5, 2021

Publication at HICSS 2021: Hirt et al. on Sequential Transfer Learning in Networks

In the recently published Proceedings of the 54th Hawaii International Conference on System Sciences (HICSS), prenode’s co-CEO Robin Hirt explored the possibilities of reusing neural nets on distributed data sets.

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October 16, 2020

Robin Hirt gives Keynote at the InnovationFestival @ karlsruhe.digital

Our CEO Robin Hirt gave a keynote speech at the Innovation Festival Karlsruhe on the topic of "Data protection and artificial intelligence: Is that even possible?"

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October 6, 2020

prenode wins the Cyber Chapions Award 2020

We are proud to have won first place at the CyberChampions Award 2020!Our idea convinced the jury in the final so that we succeeded in winning the INIT Innovation Award and a prize of €5000.

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August 1, 2020

Master’s Thesis at KSRI and KIT: Techniques for Overcoming Data Abundance

In his master’s thesis with the Karlsruhe Service Research Institute (KSRI), prenode team member Michael Jahns explores techniques for overcoming data abundance. He researches how companies can implement machine learning for use with small and sensitive data sets.

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June 1, 2020

Institute Cooperation: Research Projects with Critical Information Infrastructures Group

We believe that new approaches and technologies explored in academia enable new opportunities in the field of AI and machine learning.

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January 1, 2020

prenode as Research Advisor: Activities in Advisory Councils of Cross-Domain Projects

prenode actively contributes know-how on machine learning and AI development in various research projects. Through our position on the advisory boards of two collaborative projects, we can exchange cross-domain knowledge. This enables us to provide expertise on tech topics and learn about the needs and requirements of the involved partners.

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October 1, 2019

StartUpSecure Initiative: Research Project Supporting the National IT-Strategy

prenode is proud to be among the selected projects of the StartUpSecure program. The initiative aims to support research teams that focus on cybersecurity topics. StartUpSecure was launched as part of the national IT security strategy and is led by the Federal Ministry of Education and Research.

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