Data Layer
UAV Multimodal Data
Mission-grade C-UAS training data engineered for small, fast, low-signature threats.
Annotations
One C-UAS platform: data, analysis, deployment-ready sensing models, and world models for controllable adversarial simulation.
Data Layer
Mission-grade C-UAS training data engineered for small, fast, low-signature threats.
Annotations
Validation Layer
A shared evaluation layer for teams that need proof, not self-reported metrics.
Metrics Tracked
Deployment Layer
Pretrained multimodal C-UAS sensing that moves from evaluation to deployment fast.
mAP@0.5
Software Layer
Post-flight trajectory reconstruction and engagement review from synchronized position and sensor streams.
Trajectory Recovery
Generative Simulation
Generate controllable, physics-grounded C-UAS rollouts on demand—synchronized RGB, thermal, radar, telemetry, and 6-DoF trajectories across rare and adversarial scenarios.
For Enterprise
C-UAS benchmarks run offline on your Linux-based compute and sensing stack, including NVIDIA Jetson edge hardware. Test and evaluate on your production hardware before deployment.
any V4L2 Camera + any RTK correction provider

For Startups
For teams earlier in prototyping, Vigil can provide its own Ground Station platform for data collection, trajectory replay, and benchmark setup before your final hardware is locked.
Sensing Hardware + Evaluation Platform