Research
Navrysa Labs
Navrysa Labs explores emerging problems at the intersection of cybersecurity, artificial intelligence, autonomous systems and the physical world. It is the research and experimental development arm of the company.
Research areas
Four directions, one question.
Everything here follows from the same question: how does a machine judge a situation well enough to be trusted with a consequence?
Physical Intelligence
Context-aware perception
Context-aware perception, temporal reasoning, risk assessment and constrained response for systems that observe the physical world.
Cybersecurity Research
Behavioural defence
Runtime integrity, provenance-based security, timing anomaly detection, cyber-physical and IoT security, and AI-enabled cyber defence.
Trustworthy AI
Assurance for intelligent systems
Secure AI systems, LLM and agent security, AI trust, runtime assurance and AI system integrity.
Autonomous Systems
Resilient autonomy
Resilient autonomy, adaptive perception, resource-aware intelligence, security for autonomous platforms and cyber-physical resilience.
Sponsored R&D
Research with a path out of the lab.
Navrysa Labs supports federally and industrially sponsored research, and is structured so that a validated result has somewhere to go: into client engineering work, into Navrysa technology, or into a transition programme.
- 01
Research Question
- 02
Prototype
- 03
Validation
- 04
Translation
- 05
Product / Deployment
Programme types Navrysa Labs is structured for
- SBIR
- STTR
- Federally sponsored R&D
- Industry-sponsored research
- University collaboration
- Prototype development
- Technology transition
- Research commercialisation
In depth
Two research areas, at length.
Cybersecurity research and autonomous systems each carry enough detail to warrant their own page.
Cybersecurity Research
Runtime integrity, provenance-based analytics, timing anomaly detection and AI-assisted defence for connected and cyber-physical systems.
Autonomous Systems
Adaptive perception, resource-aware intelligence and resilient autonomy for machines operating under real-world constraints.
Collaborate
Research partners welcome.
Navrysa is interested in university, industry and government collaborations that align with this research agenda. Reach the research team directly at research@navrysa.com.