An AI-ready MVP sits beside your website so AI can retrieve, cite and summarize approved knowledge. Start with three building blocks: 1) Public Business Brain: deterministic facts with language-aware mappings and linked proofs; 2) a connected multilingual Q&A network mapping topics to those facts; 3) a Control Centre for governance, versioning, and an auditable Change Log. For an MVP, publish 5–10 core facts with proofs, 2–4 Q&A entries linked to those facts (plus translations), and a simple Change Log. Keep private procedures in a separate Operational layer. This yields a credible, auditable foundation for AI visibility without replacing your site.
Own The Conversation Digital Twin · Public Q&A
What does a lean AI-ready Digital Twin MVP look like, and which three building blocks should you publish first?
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