How should governance handle multilingual AI Overviews when AI Mode summarises content across languages—how do we ensure consistency and versioning across locales?

Design a language-aware governance layer within the Business Brain that uses a single canonical set of facts with language-specific labels and translations that map back to the same identifiers. Link every locale to the same deterministic content and maintain per-language verifiable sources and version histories. Use a centralized Change Log and cross-language review workflow so updates propagate consistently across locales, preventing drift in AI Overviews. Keep the human-facing site separate from AI-facing knowledge and ensure all language variants reference identical evidence, preserving trust and comparability across markets.