• Digital Transformation

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Automated Machine Learning (AutoML) for Sheet Metal

  • Digital Transformation
Automated Machine Learning (AutoML) has become a trending topic in the industry due to the implementation of numerous algorithms by groups dedicated to academic research on artificial intelligence (AI) in recent years. AutoML is a tool for streamlining the development of AI solutions in the industry by providing explainable and reproducible results in an automatic and simple way.

How machine learning will revolutionize manufacturing

  • Machine Learning
Let’s think for a moment about the high volume of data generated by companies. Data about customers, suppliers, productivity, human resources... Information that, in many cases, is not integrated into all business departments so there is no overall vision or, what is worse, it is not even digitized. Both weaknesses stall decision making and/or can lead to wrong decisions. And in this new digital ecosystem, data is the raw material of Industry 4.0.

The imperative IT/OT convergence in the industrial sector to make progress with digitization

  • Internet of Things (IoT)
There’s still quite a way to go in the industrial sector’s journey towards digitization. Many companies, especially the smallest ones, don’t have segregated IT (Information Technology) and OT (Operational Technology) networks, instead, all of the equipment is connected to one single network which leads directly to the Internet. In others, generally the largest ones, the workshop’s network is separated from the office’s network by means of a firewall, making it possible to control communication between the two worlds in a very granular manner.