The Data Advantage for Mission-Critical C-UAS
We build high-quality, curated datasets to train drone detection models that work in the most challenging environments.
Drones are Real Bastards
Civilian infrastructure is critically vulnerable to drone attacks. Real-world operational environments present complex detection scenarios that challenge current AI systems.
Rapid, accurate detection is not a luxury, it's a necessity.
Kherson Region • Fuel Station Attack • First Responder Targeting
Source: Combat footage from Russian media showing drone attacks on civilian infrastructure. This represents the evolving threat landscape where drones are weaponized against soft targets and emergency responders.
Detection Challenges Observed
- ▸Critical infrastructure protection requirements
- ▸Complex multi-target engagement scenarios
- ▸Detection failure in cluttered visual environments
- ▸Rapid response time requirements for interception
Performance Metrics
Infrastructure Protection
Critical infrastructure requires robust detection systems capable of operating in high-stress environments with multiple threat vectors.
Multi-Stage Scenarios
Complex operational scenarios involve sequential engagements requiring sustained detection capabilities across evolving conditions.
Environmental Noise
Visual noise from smoke, fire, and debris significantly degrades traditional computer vision algorithms trained on clean datasets.
Time-Critical Response
Detection-to-interception windows of 15-30 seconds require immediate, accurate identification with minimal false positives.
The Clear Sky Problem
AI models trained on clean, uncluttered datasets fail when deployed in complex operational environments.
We build training data and AI models that work in the real world, not just in perfect conditions.
The Data Refinery Pipeline
Our automated AI pipeline transforms raw footage into production-ready training datasets
Aggregate
Stage 1 of 3
Collect real-world footage from diverse sources
Systematically ingest video from conflict zones, training exercises, and operational deployments. Our automated collection system processes thousands of hours of footage daily.