How Data-Centric Engineering Cuts Rework by 30%

Rework creeps in when data ownership is fuzzy. This post outlines a lightweight governance model: clear tag dictionaries, single-source-of-truth P&IDs, and a review cadence tied to milestones.

• Define authoritative sources (P&ID, spec, 3D) and their change windows
• Use tag dictionaries with lint checks before model publish
• Track KPIs: clash density, late changes, handover data completeness