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.

Create complex scenarios in minutes

Simian's™ drag-and-drop scenario editor is custom made for AV simulation. Easily generate thousands of permutations to cover edge cases.

Debug your AV software with insight into failures

Use Simian™ as an interactive simulation platform to step through your AV code. 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 is improving. Track progress and share results with Simian's™ 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