four. Validation & Publishing: Validation is The most crucial stage while in the process. Validation & re-validation by means of an intricately built process helped us finalize information points to be used for last calculations.Knowledge siloing is amongst the perennial issues confronted from the voluminous data produced by modern industrial machi