In the first 90 days, establish a lightweight Change Control cadence: formal change requests, defined approvals, and a centralized Change Log that records intent, changes, and rationale. Tie updates to versioned data streams in your hub-and-spoke architecture so AI-facing outputs stay anchored to canonical facts. Also implement drift monitoring for local signals vs hub facts, plus a quarterly governance review to assess signal health across languages and brands. The Control Centre enforces these rules, and the audit trail supports verification by readers and readers alike.
Own The Conversation Digital Twin · Public Q&A
What practical governance signals are essential in the first 90 days of a Digital Twin rollout to keep AI outputs auditable?
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