Cheap.
Fast.
Evolving.

Autonomy is evolving. Novel airframes are deployed weekly, UAVs are being deployed at scale in operational theaters with changing tactics. Sensing pipelines are not evolving with the threat.

The old playbook — expensive sensing stacks trained on human annotated datasets on single UAV platforms does not scale to the threat. The one in one hundred threat that succeeds against your platform has asymmetric downside.

The problem is not hardware. The problem is intelligence. Builders of UAS and C-UAS systems need better data and sensing models; procurers of those systems need to know where a bought stack fails. That's the gap Vigil Autonomy was built to close.