Supply Chain Analytics

  1. Diagnostic Analytics for Root Cause Analysis
    1. Root Cause Analysis Methodologies
      1. Problem Definition and Scoping
        1. Data Collection for Root Cause Analysis
          1. Hypothesis Generation and Testing
            1. Solution Validation
            2. Statistical Root Cause Analysis Techniques
              1. The Five Whys Method
                1. Fishbone Diagram Analysis
                  1. Pareto Analysis
                    1. Fault Tree Analysis
                      1. Failure Mode and Effects Analysis
                        1. Statistical Process Control
                        2. Process Mining for Supply Chain Analysis
                          1. Process Discovery Techniques
                            1. Event Log Analysis
                              1. Process Model Generation
                                1. Process Visualization
                                2. Conformance Checking
                                  1. Process Compliance Analysis
                                    1. Deviation Detection
                                      1. Process Variant Analysis
                                      2. Process Enhancement
                                        1. Bottleneck Identification
                                          1. Process Optimization Opportunities
                                            1. Performance Improvement Recommendations
                                          2. Variance Analysis Techniques
                                            1. Plan versus Actual Analysis
                                              1. Sales Variance Analysis
                                                1. Production Variance Analysis
                                                  1. Cost Variance Analysis
                                                  2. Time-Based Variance Analysis
                                                    1. Lead Time Variance
                                                      1. Cycle Time Variance
                                                        1. Schedule Variance
                                                        2. Quality Variance Analysis
                                                          1. Defect Rate Analysis
                                                            1. Rework Analysis
                                                              1. Customer Complaint Analysis
                                                            2. Performance Gap Analysis
                                                              1. Gap Identification Methods
                                                                1. Gap Quantification Techniques
                                                                  1. Gap Prioritization
                                                                    1. Gap Closure Planning
                                                                    2. Correlation and Causation Analysis
                                                                      1. Correlation Analysis Techniques
                                                                        1. Causation Testing Methods
                                                                          1. Confounding Variable Identification
                                                                            1. Statistical Significance Testing
                                                                            2. Supply Chain Exception Analysis
                                                                              1. Exception Detection Methods
                                                                                1. Exception Classification
                                                                                  1. Exception Impact Assessment
                                                                                    1. Exception Resolution Tracking

                                                                                  Previous

                                                                                  2. Descriptive Analytics for Supply Chain Performance

                                                                                  Go to top

                                                                                  Next

                                                                                  4. Predictive Analytics for Supply Chain Forecasting