Research & Architecture
VYXNOS
AI-Native Autonomous Security Infrastructure
Building the world's first predictive, edge-native, self-adapting global security control plane.
Currently in research and architecture development phase.
The problem
Security infrastructure today faces structural limits. The following are observed constraints, stated analytically.
Reactive security
Current security platforms are reactive. Detection and response occur after compromise, extending dwell time and impact.
AI governance gap
AI adoption outpaces AI governance. Controls for model safety, data handling, and operational boundaries lag behind deployment.
Zero Trust complexity
Zero Trust implementations often fail due to complexity. Policy sprawl, integration gaps, and operational overhead limit effectiveness.
Lack of predictive defense
Enterprises lack predictive, autonomous defense. Manual playbooks and rule-based systems cannot scale to modern threat surfaces.
Vision
VYXNOS exists to build a "step-down transformer" between frontier AI capabilities and production-grade security infrastructure.
- Predictive security, not reactive.
- Edge-native AI inference.
- Federated intelligence across tenants.
- Standards-first architecture.
- Sovereign-ready infrastructure.
Architecture preview
Three-layer structure under research and design.
Layer 1
Data Plane
Gateway + YARP + .NET 8
Layer 2
Edge Control Plane
WASM + policy engine
Layer 3
Autonomous Intelligence Layer
ML.NET + ONNX + reinforcement learning
Stack
- .NET 8
- YARP
- Kubernetes
- PostgreSQL
- Redis
- ML.NET
- ONNX
- WASMtime
- OpenTelemetry
Standards alignment
VYXNOS is being architected for compliance from inception. Target frameworks and standards are considered in design decisions.
- ISO 27001
- SOC 2
- ISO 42001 (AI Management)
- NIST AI RMF
- CIS Benchmarks
- OWASP ASVS
- FIPS 203/204 (Post-Quantum)
- SPIFFE / Zero Trust