VirtueRed is a continuous automated red-teaming platform designed to assess risks in AI agents, models, and applications. The platform uses over 100 proprietary red-teaming algorithms to identify vulnerabilities across 600+ attack vectors and 1000+ risk categories. For agentic systems, VirtueRed validates reasoning, planning, and execution layers before, during, and after deployment. It detects emergent agent failures in multi-step workflows and tests agents in realistic sandbox environments including browser, command-line, and desktop environments. For models and chatbots, the platform performs risk evaluation across 1000+ categories to detect drift, blind spots, and emerging threats. It supports continuous assessment against governance, security, and compliance requirements. VirtueRed covers regulatory compliance frameworks including EU AI Act, GDPR, OWASP LLM Top 10, NIST AI Risk Management Framework, MITRE ATT&CK, and FINRA. The platform addresses use-case driven risks such as bias, hallucination, privacy and data leakage, over-cautiousness, robustness, and societal harmfulness. The platform supports multi-modal safety testing across text-to-text, text-to-image, text-to-video, image and text-to-video, video-to-text, and video-to-video modalities. It integrates with CI/CD pipelines for continuous assurance during model retraining, updates, or expansion. VirtueRed generates comprehensive security reports and audit-ready evidence for security, risk, and compliance reviews.