How should we adapt our Industry Digital Twin architecture to accommodate AI Mode and AI Overviews in search results?

Industry Digital Twins should tailor their knowledge architecture to the specific sector, while keeping core principles stable: a clear Business Brain, well-structured Q&A, and media knowledge that can be linked in AI responses. With AI Mode and AI Overviews favoring structured, retrievable data, industry twins should emphasize standardized data schemas, terminology, and governance rules that align with how readers reason about the sector. This entails designing industry-specific Q&A, calibrating content freshness by industry needs, and ensuring that local or industry authority signals are supported without compromising the central Digital Twin. Remember, different industries require different questions and media, but the underlying architecture—public, AI-facing knowledge alongside a controlled governance layer—remains consistent.