AI-Driven Simulation Correlation

Bridge simulation and real-world tests with digital twins and AI.

Marklytics uses digital twin models and AI algorithms to align simulation outputs with physical test data. By correlating virtual and real-world vehicle behavior, engineering teams can validate performance earlier, reduce testing cycles, and gain confidence in predictive simulations across systems and environments.

Virtual Meets Physical

Correlate test results and simulation data to accelerate validation and reduce development costs.

1

Digital Twin Architecture

High-fidelity vehicle modeling

Create dynamic digital twins that mirror real vehicle systems in operation. Our architecture enables continuous data feedback from sensors and test rigs, updating models in real time. This allows teams to simulate complex interactions—like suspension, thermal, or drivetrain behavior—with exceptional precision, reducing reliance on expensive physical prototypes and improving development agility.

2

AI-Powered Data Correlation

Align virtual and physical results

Marklytics uses AI to detect and analyze discrepancies between simulation models and test data. Machine learning identifies key variables, flags outliers, and suggests model refinements to close the loop faster. This accelerates model validation, increases accuracy, and reduces uncertainty in engineering decisions across various performance and safety attributes.

3

Simulation-to-Test Acceleration

Validate early, test less

Replace costly and repetitive test cycles with predictive simulation outputs verified through AI correlation. By validating early, teams reduce prototype churn and catch issues long before road testing. Our tools help manage regulatory compliance, system behavior consistency, and performance trade-offs—all while compressing timelines from concept to launch.

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.