02Chs 4–6

Engineering & Development

Prototyping, the supplier web, procurement, and the testing and validation that prove a design works.

Case-study evidence

Cutting Physical Test Cycles with Engineering AI

A powertrain team trained surrogate models on historical test data to predict outcomes, removing a meaningful share of physical rig tests from the validation plan.

5 June 2026 · CuratedPDF →

Engineering & DevelopmentUS

Scenario Simulation for ADAS Validation at Scale

A supplier validated an ADAS feature against millions of simulated edge-case scenarios before road testing, surfacing failure modes far earlier in development.

30 May 2026 · CuratedPDF →