RobustifAI is deeply committed to making autonomous driving safer and more reliable through the power of Generative Artificial Intelligence (GenAI). The major challenge lies in the necessity of testing these multi-sensor vehicles across a full range of scenarios, including the rarest and most critical ones. Collecting and validating these at scale is costly and complex, especially for ensuring regulatory compliance.

To address this, RobustifAI is developing a multimodal GenAI ecosystem aimed at generating a comprehensive benchmark of realistic and diverse scenarios. This approach integrates a human-centric and equitable dimension to evaluate the safety of autonomous driving systems across different user groups.

Our technical pillars focus on world model construction for modeling varied environments, specification generation based on standards, validation and augmentation of critical scenarios, and finally, ensuring the consistency and reliability of AI outputs.