Draft article outline. Full content is in preparation.
A digital twin is only useful when it is built during delivery rather than reconstructed years later.
The handover gap
Most buildings are handed over with boxes of documents that nobody structures. Within a year, the operating team is rebuilding knowledge that existed during construction.
Building the twin as you build
Asset tags, warranties, and installation records captured on site become the operating record automatically, without a separate data exercise at the end.
What operators gain
Faster fault diagnosis, valid warranty claims, planned maintenance instead of reactive repairs, and a defensible asset history.
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