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Cross-Model AI Debate
Two different AI models argue every CVE score before you see it. Claude builds the case. GPT attacks it. When both agree, confidence is exponential.
Competitive Moat
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85% Noise Elimination
VPRS replaces CVSS with weighted risk scoring: EPSS, CISA KEV, dark web intel, asset criticality, reachability, and compensating controls.
Core Value
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$0 to Start with Ollama
Runs 100% locally with Ollama + qwen2.5:7b. Your vulnerability data never leaves your network. Upgrade to Claude or GPT-4o anytime.
Open Source
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Triple-Lock Safety
Lock 1: Hard rules (KEV = always CRITICAL). Lock 2: Adversarial AI debate. Lock 3: Drift detector rechecks on a timer. AI cannot override policy.
Safety
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4-Layer Guardrails
Input scanning blocks jailbreaks. Output scanning catches leaks. Multi-turn escalation detection. RAG poisoning defense.
Security
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Cloud Compliance
Prowler integration scans AWS, Azure, GCP against CIS, SOC2, HIPAA, PCI DSS frameworks. OCSF-normalized findings alongside vulnerability data.
New in v1.0