Cloud Solutions in industrial plants

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.

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.

It is generally quite difficult to know exactly how much each process contributes to a product’s value chain. The sheet metal world is not immune to the difficulty of estimating the right price for the product. There is an infinite number of processes that add value to a product: material used, scrap generated, cutting time, consumables used, labor associated with production, miscellaneous indirect costs, etc.