WeanTech LLC · Solo Security R&D Practice
WeanTech is a solo research and engineering startup focused on hard security architecture, cyber-physical integration, and algorithmic behavioral threat modeling.
The Seam
True risk isn't isolated on a network server. It bridges digital controls and physical realities.
The Human Branch
When structural controls hold, the remaining vulnerability is behavioral drift.
The Startup Model
No bloat. High autonomy. Purely research-driven defensive engineering.
Traditional cybersecurity treats the network like an abstract canvas. But in industrial controls, high-impact operations, and mission-critical environments, digital failures manifest physically. WeanTech builds and hardens architectures at this precise fracture point.
By grounding technical controls in operational physical space, we eliminate the blind spots exploited by sophisticated threats. From there, we branch directly into human factors—surfacing behavioral indicators before malicious intent transitions to system impact.
Defensive posture is incomplete without modeling the person behind the console. Our branch into behavioral defense completes the visibility loop.
Opaque Clarity FrameworkAs an independent startup, WeanTech prioritizes continuous technical R&D over organizational overhead. Every architecture design draws from active projects in machine learning and hazard modeling.
R&D Pipeline 01
Federated neural network architectures leveraging continuous-time liquid neural networks to map behavioral anomalies without shifting user data privacy limits.
R&D Pipeline 02
Multi-objective pathfinding models using Conditional Value-at-Risk (CVaR) metrics to dynamically calculate cyber-physical lateral movement routes.
R&D Pipeline 03
An active telemetry framework marrying physical access control logs, live CVE states, and behavioral drift tags into a unified defender surface.
Whether auditing a complex cyber-physical installation or deploying custom behavioral analytics tooling, you collaborate directly with the engineer who builds the code.