DeepScenario, a German-based AI start-up founded in 2021, offers an advanced platform for training, testing, and validating autonomous systems, with a focus on the automotive industry. The company's artificial intelligence scenario engine enables customers to efficiently build and deploy autonomous systems by training and testing them against real-world edge-case scenarios. DeepScenario's platform also provides insights for each validation run, helping to release new functionalities and ensure the safety of autonomous vehicles.