Structure-to-output optimization

Vehicle mass directly influences fuel economy, CO₂ output, acceleration, braking, and handling. We assess mass distribution across systems and simulate how changes in weight affect overall vehicle dynamics and energy efficiency. Our analysis supports lightweighting initiatives, material trade-offs, and structural optimizations—helping teams achieve the best balance between performance, safety, cost, and emissions within a competitive engineering framework.

Lifecycle and regional goals

We embed CO₂ targets early into product development, tailoring them to global and regional regulatory frameworks such as EU2030, Indian CAFÉ, and Chinese NEV credits. Our models help teams align vehicle design with TTW and WTW metrics, enabling predictive trade-offs between performance, energy efficiency, and emissions. This proactive approach reduces rework and ensures lifecycle compliance from concept through launch.

Smooth, responsive delivery

Driveability is a critical aspect of user experience and brand differentiation. We define measurable parameters such as throttle response, torque smoothness, and transmission behavior, then calibrate them using simulations and road test data. Whether for ICE, hybrid, or EV platforms, we ensure vehicle responses are linear, predictable, and aligned with engineering and customer expectations—without compromising emissions or efficiency.

Real-world use optimization

We analyze energy consumption across components and systems under varying drive conditions—identifying where energy is wasted or underutilized. This includes HVAC systems, drivetrain losses, regeneration inefficiencies, and idling behavior. Our insights help engineering teams reallocate energy demands, fine-tune control logic, and boost real-world performance while lowering CO₂ and improving range or fuel economy.

Competitive & calibrated output

We support the definition and simulation of performance targets—such as acceleration, top speed, gradeability, and launch feel—based on segment benchmarks and brand expectations. Our models help ensure your vehicle’s performance stands out in its class while staying within energy consumption and emissions boundaries, providing a calibrated, validated output across all use cases.