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Machine Learning

Syncrofy predicts when an Advance Ship Notice will be sent for a particular order by using the historical EDI event data and patterns already collected in Syncrofy.  EDI event model +EDI data from each event and overall event flow predicts shipment date.

 

Data Points use for Prediction Model

Syncrofy has hundreds of data points per order that can be used as features to build an ML model.  The follow data points have show to be good predictors of ship date.

  1. Partner
  2. Number of days between Invoices and Orders
  3. Number of Invoices
  4. Number of line items ordered
  5. Number of days between Order Changes and Orders
  6. Number of Order Changes
  7. Number or accepted/rejected documents
  8. Day of the year when the order was placed