1 Challenge: manual CAD iterations, siloed BIM, re-work. 2 VSI Automation Stack: generative parametric modeling, rule-based code checks, BIM-to-CNC pipelines. 3 Digital Twin Loop: edge Io
T feeds back to design algorithms. 4 ROI: Design hours -55 %, material waste -18 %, schedule slip -25 %. 5 Compliance: ISO 19650, LEED, local codes auto-validated. 6 Case: Smart-stadium built 6 months faster, CAPEX saving $42 M. 7
Conclusion: Automation is the new drafting board; VSI delivers end-to-end enablement.
