Re-create complex scenarios in minutes

Use our powerful scenario editor to describe complex interactions for AV systems. Easily generate thousands of permutations to cover edge cases.

Bring in real world data

Import maps for a location of interest as well as the behaviors of objects in that environment. Convert the imported data to simulation-ready scenarios in one click.

Debug your AV software with insight into failures

Step through your AV code with our interactive simulation platform. Dive deeper into failures with a web-based visualizer and customized metrics.

Catch regressions and measure progress

Automatically run large sets of scenarios against your AV software to ensure it's improving. Track progress and share results through the dashboard.

Key Features

Custom built for AVs

Get deterministic results from a validated simulation engine

Easy integration

Integrate with your AV software within weeks

Optimized for scale

Deploy to a cloud or on-prem cluster to run millions of simulations

Modular testing of AV stack

Simulate everything from individual modules to your full system stack

Computationally lightweight

Run simulations on commodity servers to reduce your infrastructure investment

Open source compatibility

Works with common open source formats for scenarios, drive data, and interface APIs