Qualified Synthetic Data for Semiconductor Order Lead Times

The created data is collected from an algorithm for measuring Infineon's customer Order Lead Times. Due to the frequent changes in e.g. volumes or Confirmed Delivery dates, an algorithm is necessary to calculate and thereby measure the correct Order Lead Times since the SAP data is misleading here. As the Lead Time data is confidential, Qualified Synthetic data will be created that share the same distribution and characteristics, but do not depict sensible customer information. The distribution of products and customers will be taken into account as well, but in encoded form both for security and confidentiality reasons. The final table of data will include Product Line, Business Month, Order Entry date, Requested and confirmed order lead time, customer name encoded, product name encoded, Order number and order volume.