KNOWLEDGE-GRAPHS-FOR-AI5 MIN READ
The Canonical ID Conversation
Lead a stakeholder conversation toward stable entity identifiers for AI retrieval.
Samir S Data steward 1 Reframe 2 Design 3 Commit The meeting 9:10 Customer identity Samir says: Sales already has an account ID. Billing has a payer ID. Support has an org ID. A canonical customer ID will create a political fight. Without stable identity, AI retrieval merges or splits customer facts. IDs per customer 11% support answers with duplicate account evidence The frame
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