System design
Identify the sensing task, available inputs, interfaces and operating limits.

Canadian engineering
We develop sensing algorithms, security software and datasets for unmanned systems.
View expertise Contact VaktrosCANSEC 2026 Ottawa, Canada
CANSEC & Ottawa ConferenceWhat we do
Vaktros develops sensor-fusion algorithms, threat-analysis methods and secure software for government and defence teams.

We develop algorithms that combine sensor inputs for long-range detection and situational awareness, accounting for timing, uncertainty and gaps in the data.
Detection & sensor fusionWe apply machine learning to security logs and threat data to classify events, investigate suspicious activity and support response.
Cyber expertiseWe design secure interfaces and verify software behaviour, including access controls and failure handling in automated systems.
Automation & verificationWe collect, label and analyse datasets for sensing and unmanned systems, then evaluate models against the conditions those systems will encounter.
Data & machine learningHow we work
Our engineering work covers algorithms, software and system interfaces. We develop against the operating requirements and test how performance changes when inputs or conditions change.
Working with VaktrosIdentify the sensing task, available inputs, interfaces and operating limits.
Build the data pipeline, algorithms and software needed for the task.
Measure detection performance, false alarms and behaviour with missing or degraded inputs.
Research
Our team’s published work includes language models for security-log analysis and synthetic data for document understanding.
Papers & codeNews / Ottawa 2026
Our team attended both events in Ottawa in 2026, with a focus on cyber and machine learning for defence systems.
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