Cognata’s SimCloud and DriveMatriX platforms accelerate AV/ADAS development by enabling scalable training and validation. SimCloud generates photorealistic synthetic data for diverse driving scenarios, while DriveMatriX uses supervised GenAI to augment real-world footage with precise weather, lighting, and road variations, enhancing dataset diversity and model robustness for both training and validation