Customer Lifetime Value (CLV) ITW-1001
The primary objective is to calculate Sales & Inventory Allocation by joining multi-channel transactional data with real-time inventory snapshots. This IfThenWhy Framework example defines the Retail Sales & Inventory Allocation logic required to automate omnichannel stock distribution and optimize inventory balancing across all store locations.
Under the IfThenWhy Framework, this metric is translated into the following these logic map files.
Logic Maps
📁 Download Map Templates| Link | File Name | Architecture Role | Strategic Intent (The Why) |
|---|---|---|---|
| » | Semantic_Layer | Human Interface | Translates technical tables into business language for end-users. |
| » | LDD_Logical_Data_Design | Intent Blueprint | Maps business requirements to data logic before the physical build. |
| » | ERD_Entity_Relationship | Structural Connection | Visualizes how different data entities relate across the ecosystem. |
| » | Data_Dictionary | Metadata Source | Provides granular definitions, data types, and source-to-target mapping. |
| » | Lookup_Tables | Reference Keys | Contains static standards like PCFAPQC® Process Classification Framework and ISICUN International Standard Industrial Classification codes. |
| » | Bridge_File | Connector Logic | Joins disparate datasets using common keys (Python Logic / Video #3). |
Customer Lifetime Value