How it works
What happens in a test
ArduPilot runs exactly as it does on real hardware. Your own stack connects through our Python SDK.
Write it in plain words or choose one of ours. The AI turns your words into a test the physics can run.
Wind, timing and grip shift slightly on every run, as they do outside. The runs go side by side.
Failures arrive grouped by type, each with its likely cause and the exact run to replay.
Self-driving shuttle
- Speed
- 10.7 m/s
- Needs to stop
- 12 m
Child steps out from behind a parked van, wet road
- Speed
- 10.7 m/s
- To the child
- 0
- Lidar
- Road clear
Struck the child at 6.1 m/s
The same scene, eight runs
The same run with the rain taken out
Wet road. Struck the child at 6.1 m/s.
Dry road. Stopped 1.7 m short.
Fail in simulation.Work in the real world.
We red team your autonomous AI system in simulation and show you how it fails before it shares a road or an airspace with people.
Test yours here first