Begin with three governance signals: (a) formal change requests and approvals to capture intent, (b) versioned updates with a public Change Log that shows what changed and why, and (c) cross-location drift checks that compare local outputs to the hub's core facts. Run a 60-day cadence to review these signals and adjust as needed. Pair this with a lightweight rollback plan so you can revert if drift is detected. This approach keeps global consistency while enabling local relevance and provides an auditable trail for AI-facing outputs.
Own The Conversation Digital Twin · Public Q&A
What are practical governance signals to monitor in the first 60 days of a hub-and-spoke Digital Twin rollout to prevent drift in AI-facing outputs?
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