A digital twin’s reliability depends on lineage before visual impact. Every asset must retain when, how and to what tolerance it was measured.\n\nInstead of sending raw point clouds straight into the model, apply noise removal, registration checks and classification. Match asset identifiers to the organisation’s maintenance system. Set update intervals according to how quickly critical assets change.\n\nThis turns the twin from a one-off visual into a living decision tool.