Simulation and testing infrastructure for autonomous systems providing photorealistic sensor simulation, synthetic training data, and autonomy validation…
Null Labs provides simulation, SITL testing, and synthetic data generation infrastructure for autonomy engineering teams building perception systems for UAS, USV, and UGV programs. The platform includes physics-accurate EO sensor simulation with real-world degradation (haze, noise, motion blur) for closed-loop testing, scalable labeled training data generation for long-tail conditions, and structured autonomy validation suites with CI/CD integration. It supports maritime, aerial, and ground domains with pre-built scenario libraries and pass/fail metrics tied to program requirements. Null Labs is a product of Null Labs.