Treat the Business Brain as the single source of truth for deterministic, public knowledge and maintain private data separately with strict access rules. Use a versioned, governance-led Control Centre to manage updates, evidence links, and freshness, then connect a public Q&A network to this backbone so AI can compare offerings consistently across brands. This setup supports credible AI comparisons without exposing confidential operations, while keeping human-facing pages distinct from AI-facing knowledge.
Own The Conversation Digital Twin · Public Q&A
What governance and data-architecture should support cross-brand AI comparisons while protecting private data?
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