Marelli and AWS unveil AI tool to speed up software-defined vehicle validation
20th March 2026
Automotive supplier Marelli has partnered with Amazon Web Services (AWS) to introduce a new artificial intelligence (AI)-powered solution aimed at transforming how software-defined vehicles (SDVs) are tested and validated. The newly developed System Test Generation (STG) Agent automates one of the most time-consuming steps in vehicle development creating system test cases directly from engineering requirements. As modern vehicles increasingly rely on complex software systems, managing vast amounts of data, requirements, and specifications has become a major challenge for engineers. This AI-driven approach helps streamline the process while ensuring accuracy, consistency, and traceability across development cycles.
The STG Agent uses advanced generative AI technologies, including foundation models and knowledge-based systems, to analyze system requirements and automatically generate structured, traceable test cases. By doing so, it significantly reduces validation time and improves alignment between expected system behavior and actual performance. This allows automakers to accelerate development timelines while maintaining high standards of safety and quality. Importantly, the solution integrates seamlessly with existing engineering tools and workflows, making it easier for companies to adopt without overhauling their processes.
As vehicles evolve into software-centric platforms with millions of lines of code, traditional manual testing methods are becoming inefficient and prone to inconsistencies. Marelli and AWS’s AI-based system addresses this gap by automating repetitive tasks and enhancing productivity for engineering teams. The innovation not only improves efficiency but also sets a new benchmark for how automotive software validation can be handled in the era of connected and software-defined mobility. Ultimately, this collaboration highlights the growing role of AI in reshaping automotive engineering, enabling faster innovation while ensuring reliability in next-generation vehicles.
Key Benefits of Marelli & AWS AI Validation System
Enhanced quality: Ensures more reliable and safer software-defined vehicles
Faster development: Automates test case creation, reducing time to market
Improved accuracy: Minimizes human errors in testing
Higher efficiency: Handles complex software systems with ease
Better traceability: Links requirements directly to test cases
Cost savings: Reduces manual effort and engineering workload
Is it available in India?
Yes, but not as a standalone product you can directly buy in India right now
Explanation:
The AI-based validation system developed by Marelli and AWS is a B2B engineering solution, designed for automakers and suppliers not for public or retail use. It is part of Marelli’s internal and partner-facing development ecosystem.
- Marelli already has a global presence, including India, so the technology can be used in projects involving Indian OEMs or engineering teams.
- However, it is not officially launched as a commercial tool specifically for the Indian market yet.
- It will likely reach India indirectly through collaborations with automakers, Tier-1 suppliers, or R&D centers working on software-defined vehicles.
