
Robotics 4.0 in focus
Robotics trends 2030: Flexibility in automation
According to the latest report from the International Federation of Robotics, computer vision is one of the most important drivers of innovation in modern robotics after artificial intelligence. The average annual growth rate of this technology is 18%. Mordor analysts forecast a market volume of 40 billion US dollars for the year 2029. Other robotics trends such as mobile manipulators and the digital twin cannot be viewed in isolation from modern sensor technology and machine vision. Together, these technologies contribute to intelligent, autonomous industrial robots and can address challenges such as the shortage of skilled workers and cost pressure in a solution-oriented manner.Fast progress in digitalization and investments can currently be observed in robot-assisted handling, as e.g. in order picking systems in logistics.
Manual vs. automated parts handling in automotive production

Machine learning of computer vision robot systems
The establishment of vision systems in the manufacturing industry
While the layout planning of production cells and the offline programming and validation of robots is still carried out as standard today without the special integration of image processing systems, we assume that this will be an integral part of the planning phase in the near future. Several technological trends are helping to ensure that this combination for safeguarding computer vision robots in engineering will quickly become established and that nothing will stand in the way of these systems becoming established on the store floor. In detail, these are
Collaborative Incubation: Membership model for industrial innovators
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Spin-off COMAN: Financing round completed!
COMAN Software GmbH was founded in 2018 as a spin-off of inpro and has been on the road to success ever since. The company, which offers an innovative solution for "object-oriented project management", completed another financing round worth millions at the beginning of 2024.
Overview of 10 industrial innovation projects
We present ten selected innovation projects, some of which are still ongoing, are being further developed in follow-up projects or are on their way to becoming commercial solutions. The diversity of our projects has one thing in common: they increase automation by using state-of-the-art, standards-based technologies and are scalable.