CASE STUDY

BACK ORDER

  1. Backorders can negatively impact customer satisfaction and business performance.
  2. Sriya-AI techniques like Logistic Regression, Gaussian Naive Bayes, Multilayer Perceptron, Random forest and XGBoost were used to create models.
  3. Major factors that determine whether an order went for a backorder or not include Performance 6 months average, lead time, sales of 1 month and forecast for 3 months.