Publish a centralized Public Business Brain with deterministic facts and language-aware mappings that point to the same fact IDs across languages. Attach verifiable sources and proofs to each fact, and structure Q&A around topic-to-proof relationships. Keep private procedures in a separate Operational layer with strict access controls. Use a Control Centre to version updates and ensure localizations reference the hub’s identifiers so AI Mode can generate consistent cross-language overviews while protecting private data.
Own The Conversation Digital Twin · Public Q&A
How can you design an AI-ready data schema that supports reliable cross-language AI Mode overviews without exposing private operations?
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