How can a Digital Representative be localized for different markets without creating divergent knowledge states?

Anchor all localizations to a single, shared set of deterministic facts in the Public Business Brain, mapping each locale to language-aware identifiers that point to the same content. Use locale-specific prompts and signals to surface contextual relevance without changing the underlying facts. Keep internal procedures in a private layer with strict access controls, and enforce guardrails so the Digital Representative cannot reveal private data. Maintain an auditable version history so every localized response can be traced back to the same central facts and proofs, ensuring consistency across markets while preserving local nuance.