Vehicle Attribute Planning

Delivering optimized driveability, performance, and energy traits across development cycles.

Marklytics supports OEMs in planning and delivering high-impact vehicle-level attributes like performance, energy usage, and driveability. We integrate predictive modeling, simulation, and real-world testing to define and manage attribute targets from early planning to validation—ensuring a seamless balance between user experience, compliance, and efficiency.

Attribute-Led Delivery

We guide your teams from attribute target definition to validation—bridging strategy, data, and simulation across every engineering milestone.

1

Driveability Optimization

Target setting and simulation

We help define measurable driveability targets across use cases—urban, highway, off-road—and simulate vehicle responses under various load and terrain conditions. Our models consider pedal response, gearshift smoothness, torque delivery, and transient behavior. By embedding these into development early, we support intuitive, brand-aligned vehicle dynamics that deliver consistent user experience across powertrain types.

2

Energy Attribute Planning

System-level energy mapping

Marklytics develops full energy attribute plans that quantify where energy is used, lost, or recovered across all major vehicle systems. We support the integration of hybrid modes, regenerative braking, HVAC loads, and auxiliary consumption into engineering workflows—ensuring energy targets are realistic, testable, and traceable across development stages.

3

Performance Forecasting

From target to track

Using predictive simulation and benchmark data, we define clear performance KPIs tailored to market segment, vehicle type, and competitive landscape. From acceleration and top speed to load performance and handling, our models help engineers build vehicles that meet brand expectations without compromising energy or emissions efficiency.

Why Choose Marklytics

Empowering the Future of Sustainable Mobility

Marklytics delivers next-generation platforms that simplify ESG reporting, enhance traceability, and future-proof regulatory compliance.

Our blockchain-secured systems, data-driven insights, and simulation engines empower OEMs, suppliers, and regulators to act with transparency, precision, and confidence — building a smarter, more sustainable mobility ecosystem.