In this civic project, we applied a hybrid digital workflow to bridge architectural complexity with fabrication-ready outcomes. Our scope included real-time generation of Bills of Materials directly from design data, automated extraction of window elevations from 2D drawings, parametric modeling of metal flashings with exportable STP files, and semi-automated production of shop drawings. This integrated approach ensured consistency, reduced manual overhead, and aligned design intent with manufacturability at every stage.