CKA · 2026
The Commerce Knowledge Architecture creates one governed representation of a product, separates that knowledge from presentation, and lets every channel, team, system, and AI experience consume the portion it needs.
The problem is not content. The problem is architecture.
A product exists once as governed knowledge rather than being recreated for each destination.
Websites, marketplaces, service tools, print, retail, wholesale, and AI present different views of the same source.
Platforms and providers can change without forcing the organization to rebuild product meaning.
Design Principles
Govern one source
Maintain one authoritative product record. Changes happen once and propagate everywhere.
Separate knowledge from display
Store facts, meaning, and relationships independently from the page, channel, or interface that presents them.
Build modularly
Give each capability one purpose and a stable interface so providers can change without redesigning the system.
Design for portability
The architecture belongs to the organization, not a commerce platform or vendor.
Serve people and machines
Reveal detail progressively while keeping the underlying knowledge structured for search, AI, agents, and automation.
CKA Evolution
Select a stage to see the problem it addressed, the lesson it produced, and how it advanced the Commerce Knowledge Architecture.
Commerce has spent decades optimizing transactions. The next decade will be spent organizing knowledge.