Parallel Domain

What Parallel Domain is

Parallel Domain turns real-world drive or flight logs into simulated scenes for testing autonomous systems. PD Replica reconstructs static environments and moving actors, which users can resimulate, modify, remove, or recompose. It includes semantic and instance segmentation labels, an annotated HD map with lane geometry, traffic rules, and routing information, plus automated reports comparing geometric fidelity, appearance fidelity, and annotation accuracy with source data. The company says it reconstructs continuous corridors up to 3 km long; lidar can improve reconstruction fidelity but is not required. PD Sim configures test scenarios and provides deterministic camera, lidar, and radar simulation, including multi-sensor rigs. Users can vary scenario parameters and run tests in parallel. API connections support open-loop and closed-loop testing compatible with CI/CD pipelines, and PD Sim includes a Python SDK for programmatic control and closed-loop connection to an autonomy stack. The company lists automotive, trucking, drones, robotics, agriculture, and defense among the industries it supports. Pricing is on request; prospective customers are invited to book a demo for access information.