VANTA: AI Agent Red-Teaming Engine

VANTA is a comprehensive AI Agent Red-Teaming Engine built to address the critical security gaps in enterprise AI deployment. As AI agents become central to business operations, they introduce unique vulnerabilities—such as prompt injections, PII leaks, and instruction bypasses—that traditional security tools are ill-equipped to handle. VANTA provides a robust solution by offering two core features: a Proactive Red Team and a Forensic Audit. The Proactive Red Team allows developers to paste their system prompts, which VANTA then subjects to 15 targeted adversarial attacks. Powered by Gemini 2.0 Flash (with Groq Llama 3.3 as a fallback), the engine simulates human-level attacks to identify weaknesses before deployment. The Forensic Audit feature enables teams to upload production conversation logs, using Veea’s Lobster Trap deep prompt inspection to detect vulnerabilities that have already occurred. VANTA generates CISO-ready PDF reports, providing severity classifications and actionable remediation steps. Built with a modern stack including Next.js, Tailwind, and Supabase, VANTA ensures that AI agents are not just intelligent, but also secure and trustworthy for enterprise-grade applications. This prototype (v1.0 MVP) demonstrates a scalable trust layer for the next generation of AI-driven enterprises.