• A requirement-driven openBIM workflow supports information verification for cost estimation. • Information requirements are formalized into machine-readable IDS specifications. • IDScribe enables automated semantic enrichment of IFC models in Blender. • IDS, bSDD, and BCF are integrated for bidirectional quality control. • Validation shows improved data readiness before quantity take-off.
Dias et al. (2026) studied this question.
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