Autonomous AI-Powered Continuous Threat Modeling
Vequant brings precision, automation, and intelligence to enterprise threat modeling — continuously.
The Problem with Traditional Threat Modeling
Legacy approaches can't keep pace with modern infrastructure complexity
Cognitive Overload & Inconsistency
Human analysts can’t maintain consistent depth or precision every time — mental fatigue, mood, and environment all affect decision quality.
Time-Intensive & Iterative
Creating DFDs, identifying threats, and documenting mitigations take days or weeks per project — delaying security reviews.
Dependency on Expertise
Threat modeling often relies on a handful of specialists. Their availability defines project speed and accuracy.
Outdated Models
Architecture and code evolve daily, but static models quickly lose relevance — leaving unseen risks.
The Vequant Autonomous Engine
Our AI models continuously learn from infrastructure telemetry, configurations, and code repositories — keeping your threat model adaptive and alive.
AI-Driven Architecture Understanding
Ingests architecture diagrams or system data from Jira and constructs accurate system context.
Dynamic Questionnaires
Asks adaptive follow-up questions to refine understanding of data flows and trust boundaries.
Automated DFD Generation
Automatically generates detailed Data Flow Diagrams from analyzed architectures and inputs.
Autonomous Threat Identification
Applies frameworks like STRIDE and LINDDUN to enumerate and prioritize potential threats.
Continuous Context Awareness
Integrates with Jira, Slack, and CI/CD to decide if threat modeling updates are needed for new stories or architectural changes.
Seamless Collaboration
Allows security teams to validate and refine AI-generated models for assurance and audit readiness.
Autonomous Threat Modeling Pipeline
Vequant's architecture automates the entire threat modeling lifecycle — from data collection to actionable insights.
Infrastructure & Code Repos
AI Agent Network
Risk Correlation Engine
Adaptive Dashboard Insights
Core Features
Built for enterprises that demand precision and speed
Autonomous AI Agents
Independent agents continuously monitor changes in your ecosystem.
Real-Time Attack Surface Analysis
Always up-to-date view of your digital risk landscape.
Predictive Threat Modeling
Forecasts potential threats before exploitation.
Continuous Risk Scoring
Dynamic scoring based on real-time system context.
Integration APIs
Seamless integration with existing DevSecOps pipelines.
Context-Aware Recommendations
AI-backed suggestions for prioritizing remediation steps.
Building the Future of Autonomous Threat Modeling
2026 Q1
AI-Assisted Threat Modeling Launch
2026 Q3
Adaptive Questioning & Contextual Intelligence
2027 Q1
Continuous Threat Evolution & Enterprise Integrations
2027 Q4
Collaborative AI Security Orchestration
2028
Global Autonomous Threat Intelligence Network
Join the Future of Autonomous Threat Modeling.
Book a demo or explore our investor deck to see how Vequant transforms cybersecurity.