• Every site, plant and device is unique.
  • Physically identical components might come from the same production line in the same batch. After a few months every component has its own history, its own story to tell and the data it is emitting will look different.
  • Failures will have different patterns specific to each machine.
  • AI must be able to adapt to this and at the same time still be able to transfer knowledge from one component to another.
  • Prexello abstracts the behavior creating a robust and invariant description of faults