As xEV and software-defined vehicle programs face tighter budgets, fewer physical prototypes, and compressed development timelines, calibration and validation are increasingly becoming critical bottlenecks.

In this free webinar, HORIBA MIRA’s Puneet Mathur and Nick Tebbutt present a virtual engineering approach that integrates AI & ML enabled, virtual-first calibration workflows into existing engineering environments and CI/CD pipelines, helping teams converge faster, reduce test effort, and make data-driven engineering decisions with greater confidence.

Key topics and takeaways:

• Why “faster, cheaper, better” increasingly requires a do-different approach, not incremental optimisation
• Why calibration and validation are becoming bottlenecks despite higher automation and wider CI/CD adoption
• Where real-world programs achieve the greatest time and cost savings using AI & ML enabled virtual-first workflows
• How system-level digital twins and real-world scenario-based validation methods improve engineering quality, not just delivery speed
• How to introduce virtual engineering capabilities alongside existing processes without disrupting programs