Knowledge graphs for manufacturers
Structure product and standards knowledge so AI systems can reason across your catalog.
Updated 2026-09-29
Practical graph scope:
- Entities: organizations, brands, product families, variants, attributes, applications, standards.
- Relations: compatibility, replacements, supersessions, used‑in, complies‑with.
- IDs: human‑stable identifiers for families and attributes that sync to web routes and JSON.
Graphs are only as clean as their sources. Treat PLM/ERP/PIM as authoritative, and layer a documentation model that mirrors how engineers decide. Publish slices of the graph via JSON for engines to ingest and validate against your pages.