The non-linear upside is less “more seats” and more “more validated work per program”: AI increases design-space exploration, verification burden, and
multiphysics validation, while the Ansys combination expands wallet share per customer. If Synopsys shifts more contracts toward validated outcomes (schedule/risk reduction) and compliance-grade workflow evidence, it can keep pricing power despite automation and procurement pressure.