AI Testing for Mission-Critical Systems

Facial recognition systems are tested to ensure they work accurately across different faces and settings, and are not easily fooled. Testing helps reduce bias, avoid errors, and build confidence in real-world use, especially in high-security environments.

Object detection systems are tested to evaluate how well they identify and track items such as vehicles, people, or threats in dynamic or cluttered environments. This supports situational awareness in warehouses, perimeter defence, and security screening.

AI used in medical imaging is tested to check whether it consistently supports accurate diagnosis. This includes assessing how the system performs across different types of scans, patient cases, and clinical conditions.

AI chatbots used in customer interactions and critical decision planning systems are tested to ensure they deliver clear, trustworthy, and safe responses — even under stress or ambiguous user input.

Document generation AI is tested to verify that critical information — such as field reports, security summaries, or official notices — is generated accurately, consistently, and without introducing risk or misinformation.

AI agents operating in mission planning or autonomous decision support are tested to ensure they follow intended protocols and do not take unintended actions, reducing operational risk in complex environments.

Deepfake detection systems are tested with manipulated content to ensure they can reliably detect threats to media integrity, including misinformation targeting public trust, national security, or high-profile individuals.

Autonomous perception systems are tested to confirm they can safely interpret surroundings in unpredictable environments, such as on patrol, in reconnaissance drones, or during unmanned ground operations.

Counter-drone AI is tested in live and simulated airspace scenarios to evaluate how effectively it detects, classifies, and responds to unauthorised or hostile drones, protecting critical sites and restricted zones.