Data silos are a collection of databases whose data we would like to combine, but that are not individually connected. The act of combining the data is very labor intensive, takes long and is therefore expensive.

In manufacturing plants there is a multitude of systems that generate useful data. Process data produced by factory machines consists of time series and is generally saved in so called data historians (like OSIsoft’s PI system). Data about the completion...