Parallel Domain

Scale AI is an API for human labor that allows developers to enter requests for humans to complete menial, repetitive tasks that cannot be done by a computer. With Scale, developers can get information screened for duplicates and mismatches and have user-generated content moderated and categorized.

Applied Intuition provides software infrastructure to safely develop, test, and deploy autonomous vehicles at scale. Applied Intuition's simulation products, such as Simian, Spectral, and Orbis, aim to enable AV companies to test their systems safely, affordably, and at scale in virtual environments. The company's newest product offerings, including Strada, Logstream, and Basis, aim to help engineering teams effectively train AV algorithms with real-world drive data, meet regulatory requirements, and prepare for commercial deployment. It was founded in 2017 and is based in Mountain View, California.

Immense Simulations has developed AI-powered simulation smart city software to make transport planning faster and safer. Immense provides highly-detailed, agent-based simulations of travelers, places and mobility systems that enable rapid operational understanding of how a city moves.

MORAI is developing a simulator that builds a 3D virtual environment similar to the actual road environment in order to test and upgrade autonomous driving algorithms. The solution can test various parameters such as road surface, topography, weather, and corresponding algorithms, which improves the safety and commercialization of autonomous driving technology.

Understand.ai provides high quality image annotation for autonomous driving, satellite imagery and medicine. Its services include semantic segmentation, bounding box annotation and other types of image annotations. Understand.ai tackles these tasks by utilizing state-of-the-art deep learning approaches. Its approach is combining humans and machine learning together, which leads to high quality ground truth annotations and a higher scalability.

Edge Case Research designs its systems in order to help customers in the autonomous vehicles and robotics industries to tackle problems of safe perception, planning, and actuation. ECR helps its clients to develop their safety concepts, design and architect safe autonomous systems, and assist with component and system V&V.