Explainable AI in Manufacturing Industry
Why Engine is a new, experimental solution component that will allow the assistant to answer “why” questions concerning advices and predictions provided by the DIA. Explainability will increase trust in the applied AI-based functions.
The Why Engine will generate explanations of the provided predictions and recommendations to workers on the shop floor and to new workers in training. This is an exciting new application of explainability in the manufacturing context.
The Why Engine will communicate with the train data quality analytics models of the Prescriptive Quality Analytics component and interact with the Cognitive Advisor service. The basic rules and recommendations generated by the Cognitive Advisor will be used for its interpretation.