VulNova's Hybrid Agentic AI approach gives you complete control over your AI infrastructure. Run locally with Ollama, leverage cloud AI with OpenAI, or bring your own custom models.
Local AI Models
Cloud AI Models
Custom Models
Traditional security tools force you into their AI choices. VulNova takes a different approach with Hybrid Agentic AI - a flexible architecture that lets you:
Select from Ollama (local), OpenAI (cloud), or configure your own custom AI endpoint. Switch providers without changing your workflow.
AI agents autonomously analyze vulnerabilities, correlate threats, and suggest remediation - acting as your AI security analyst.
Same powerful features regardless of which AI backend you choose. Natural language queries, smart prioritization, and automated insights.
# VulNova AI Configuration
ai:
provider: "ollama" # or "openai", "custom"
ollama:
endpoint: "http://localhost:11434"
model: "llama3.2:latest"
openai:
api_key: "${OPENAI_API_KEY}"
model: "gpt-4-turbo"
custom:
endpoint: "https://your-ai.example.com/v1"
api_key: "${CUSTOM_API_KEY}"
model: "your-fine-tuned-model"
agents:
vulnerability_analyst:
enabled: true
auto_prioritize: true
threat_hunter:
enabled: true
correlation_depth: 3Each AI provider has unique strengths. Choose based on your security, compliance, and performance requirements.
Complete data sovereignty
Run powerful AI models directly on your infrastructure. Perfect for organizations with strict compliance requirements, air-gapped environments, or those who simply prefer to keep data in-house.
State-of-the-art performance
Access the most powerful AI models available through OpenAI's API. Get cutting-edge reasoning capabilities without managing infrastructure.
Maximum flexibility
Already have a fine-tuned model for security? Using a specialized provider? VulNova connects to any OpenAI-compatible API endpoint, giving you complete freedom.
Use models trained specifically on your security data
Claude, Cohere, AI21, Together AI, and more
vLLM, Text Generation Inference, LocalAI
Regardless of which AI provider you choose, you get access to these powerful capabilities.
Ask questions in plain English and get intelligent responses about your vulnerability data.
AI analyzes business context, exploit availability, and threat intel to calculate true risk scores.
Generate executive summaries, technical briefings, and remediation guides automatically.
AI identifies patterns and relationships between vulnerabilities, assets, and active threats.
Get AI-generated step-by-step remediation instructions tailored to your specific environment.
Interactive assistant that answers questions about your security posture 24/7.
Experience VulNova's Hybrid Agentic AI firsthand. Try natural language queries, see smart prioritization, and explore AI-powered insights in our interactive demo.