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SAP CAR - Coggle Diagram

- - - - Demand Modeling
        
        Price Elasticity - product/location
        
        Time Weighing field TIME_WGT in table /DMF/UMD_TS
        
        Weighting value is configurable (MOD_TIME_WEIGHT)
        
        Priors
        
        when calculating prarmater estimates of demand model, UDF balances priors and historical data
        
        /DMF/UMD_PAR
        
        Markdown sales, Clearance sales, Customer Returns
        
        Calculation
        
        Statistical model of historical demand
        
        Bayesian Regression model
        
        SM34, /DMF/VC_MOD_DEF
        
        Modeling results
        
        parameter estimates (/DMF/UMD_PAR)
        
        Preprocessing
        
        Out of stock detection
        
        Zero Sales inferencing
        
        Outlier Detection
        
        Tracing
      - Demand Forecasting
        
        Granularity
        
        /DMF/UFC_TS
        
        Tracing
        
        /DMF/UFC_TRC
        
        Calculation
        
        Forecast Results
    - - Input data
        
        Customer Transactions in SAP CAR
        
        Time series sources (POS data, Consumption data, syndicated data)
        
        Time granularity (daily or weekly)
      - Output data
        
        Modelling
        
        Demand model
        
        Forecasting
        
        Demand forecast
        
        basis for different scenarios
        
        Promotion management
        
        Allocation management
        
        Assortment planning
        
        Replenishment planning
        
        Demand Decomposition
        
        breakdown of modelling and forecasting results via DIF
  - - - Forecast Correction Overlapping Rules
      - Forecast correction classification
      - Supported Timeseries
        
        POS Weekly
        
        Syndicated data weekly
        
        POS Daily
        
        Consumption data daily
      - Forecast corrections
        
        Additive
        
        Absolute
        
        Percentage
      - Status of Forecast correction
        
        To be reviewed
        
        Active
        
        In process
        
        Inactive
    - - DIF library tile
      - only for Boolean user DIF, for metric user DIF, diff process
    - - Run Schedule Model and Forecast service
      - Timeseries Chart/Decomposition Chart
      - Setup the Analyze Forecast App
  - - - Analysis of product data
      - Sales and Inv Analysis for In season Analytics
      - Calculation of distribution reference
    - - offer Status
        
        What if /Production forecasts
        
        Forecast confidence index FCI
    - - /DMF/UFC_RETRIEVE_RESULTS_FR
  - - - Handling of Markdown Sales, Clearance Sales, Customer Returns
      - Modeling based on on-shelf date for slow sellers
      - Time dependent Error Variances
      - Outlier Detection
      - Promotion Cannibalization for Retail Scenario
      - Out of stock detection
      - Variable Seasons
      - Intra day OOS and consideration
      - DIFs
      - Placeholder product/Reference product
- - - - Placeholder product
      - Location
      - Product location
      - Location Hierarchy
      - Product Hierarchy
      - PO-SO
      - Product
      - season, attribute, confirmation, image, inventory
      - Transportation lane, Vendor, VF
      - User DIF
    - - Sales orders and Shipments
      - Syndicated Sales Data
      - POS Data
      - Consumption Data
  - - - Backend services
      - SAP Fiori Apps
      - WebDynpro - nwbc tcode
    - - Find similar product
      - Maintain Area of responsibility
      - Delete sales data for unlisted product
      - Maintenance service
      - Delete Time series
      - Manage Location Clusters
      - Delete Master Data
      - Monitor Exceptions
      - Delete Expired Data
      - Monitor imports
      - Configure Load Balancing
      - Monitor manage trouble shoot jobs
      - Analyze Product Affinity
      - Provide aggregate order plan data to ext system
      - Process packaging and parallelization
      - Fiori apps with add services