A lean AI-ready MVP sits beside your website as a reliable, auditable surface for AI to retrieve, cite and summarize. The three building blocks are: (1) a Public Business Brain containing deterministic facts with linked proofs; (2) a connected multilingual Q&A network that maps topics to those facts with language-aware identifiers; (3) a Control Centre and management layer that versions updates, enforces freshness rules, and records an auditable Change Log. Sequence the work as: Phase 1, publish 5–10 core facts with proofs; Phase 2, publish 2–4 Q&A entries linked to those facts with translations; Phase 3, establish governance, versioning, and a basic Change Log. This MVP supports reliable AI-driven retrieval, citations and summaries without replacing your website.
Own The Conversation Digital Twin · Public Q&A
What would a lean, AI-ready Digital Twin MVP look like for a mid-market brand, and how would you sequence the first three deliverables?
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