The Change Centre should enforce a formal Change Control process: map every update to a hub_fact_id, run drift checks against language-aware mappings, and require approvals before publishing. Each change is versioned and logged in a Change Log, with a provenance surface that attributes locale contributions without duplicating central content. This keeps hub content as the single source of truth while local surfaces adapt, ensuring AI outputs remain accurate and auditable through updates.
Own The Conversation Digital Twin · Public Q&A
How does the Change Centre govern AI-facing knowledge during frequent product updates?
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