Sensor Kit provides a software security layer that continuously monitors the entire sensor signal chain of autonomous systems—from raw input through AI output—to detect silent sensor degradation. By flagging corrupted data in real time, it helps defense platforms, industrial robots, and other autonomous equipment maintain accurate perception and avoid performance loss or safety incidents. The solution operates across the full system lifetime, ensuring reliable operation on every mission.
Funding
Funding not disclosed
Founders
Product
Problem
Sensors in autonomous systems degrade over time without obvious signs, allowing corrupted data to flow into perception and AI pipelines. This silent degradation can lead to inaccurate decisions, safety hazards, and reduced performance in defense platforms, industrial robots, and other autonomous equipment.
Solution
Sensor Kit delivers a software security layer that continuously monitors the entire sensor signal chain—from raw input through AI output—throughout a mission’s lifecycle. By analyzing sensor health in real time, the platform detects degradation before it impacts downstream algorithms, enabling timely mitigation or replacement. The solution integrates with existing perception stacks, providing alerts and diagnostic data without requiring hardware changes. This continuous verification helps maintain reliable perception, prevents unsafe system behavior, and extends the operational lifespan of autonomous platforms.
Target Audience
Primary customers are manufacturers and operators of autonomous defense platforms, industrial robots, and other sensor‑driven autonomous equipment that require continuous safety and reliability assurance.
Features
- Real‑time health monitoring of raw sensor data, preprocessing, and AI inference stages
- Anomaly detection algorithms that identify silent sensor degradation and data corruption
- Mission‑wide coverage that tracks sensor performance across the full system lifetime
- Compatibility layer for integration with existing perception and AI pipelines in defense and industrial robotics
- Automated alerts and diagnostic reports to support proactive maintenance and safety interventions