Accounting Data Analytics

  1. Financial Accounting Applications
    1. Accounts Receivable Analytics
      1. Bad Debt Prediction Models
        1. Days Sales Outstanding Analysis
          1. Aging Analysis Techniques
            1. Collection Effectiveness Measurement
              1. Credit Risk Assessment
              2. Accounts Payable Analytics
                1. Duplicate Payment Detection
                  1. Payment Terms Optimization
                    1. Supplier Performance Analysis
                      1. Cash Flow Optimization
                        1. Early Payment Discount Analysis
                        2. Asset and Inventory Management
                          1. Fixed Asset Tracking
                            1. Depreciation Analysis
                              1. Asset Utilization Metrics
                                1. Inventory Turnover Analysis
                                  1. Obsolete Inventory Identification
                                    1. Inventory Optimization Models
                                    2. Revenue Recognition Analysis
                                      1. Revenue Stream Identification
                                        1. Contract Analysis
                                          1. Performance Obligation Assessment
                                            1. Compliance Monitoring
                                            2. Lease Accounting Analysis
                                              1. Lease Classification Models
                                                1. Lease Liability Measurement
                                                  1. Right-of-Use Asset Valuation
                                                    1. Lease Portfolio Analysis

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                                                  10. Managerial Accounting Applications

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                                                  12. Tax Accounting Applications