Artiplane · fashion & luxury

The fashion semantic layer: one product across five systems

SAP 204417, PLM ST-1207 and POS 1207-BLK-M are the same product. Until a semantic layer says so, no answer is reliable.

Semantics

2026-09-04 · 6 min read

Key takeaways

  • Canonical entities come before any agent.
  • Colorway, season and market are business concepts, not columns.
  • One definition means one answer, everywhere.

Identity first

A fashion product exists in every system with a different code and a different granularity: style, colorway, size, barcode.

The semantic layer declares one canonical Product and attaches each system record to it, with the mapping that produced the link.

Entities that matter

Twenty-four entities cover most fashion questions: product, colorway, season, collection, store, market, supplier, order, allocation.

Each carries the terminology the business actually uses, so a Digital Worker answers in the language of the buyer, not of the table.

Why it is not a data warehouse

A warehouse stores rows; the semantic layer stores meaning, relationships and rules, and it is read at decision time.

It is also what makes provenance possible: every figure can be traced back to the system that produced it.

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