AI, Machine Learning, Causal Inference, Manufacturing.
Correlation-based ML may be able to identify possible causes, but is unable to isolate the root causes as fundamentally it struggles to understand the cause and effect dynamics within the system. This challenge is exacerbated by the fact that some of these processes occur in parallel and so the