Built for traceable cyber risk reasoning.
Most cyber dashboards are either too technical to govern or too abstract to defend. CyberVORTEX is built to bridge that gap with a modular architecture: engines and modules that produce structured risk artifacts with clear inputs, outputs, and calling relationships.
Least-Privilege by Design
Authentication and authorization are treated as first-class controls. The app is intended to integrate with Microsoft Entra ID (Azure AD) and enforce scopes/roles across API routes.
Context-Aware Execution
IT / OT / Cloud execution context can directly influence orchestration, data routing, and risk scoring behavior. This keeps results realistic in complex environments.
Simulation-Driven Decisions
The platform supports probabilistic modeling approaches (e.g., Monte Carlo, hybrid distribution fits) to help quantify uncertainty and focus on outcomes—not just checklists.
Governance-Friendly Outputs
Outputs are designed to be executive-ready while still being auditable: assumptions, parameters, and results are intended to be traceable and exportable.