From Shadow Models to Audit-Ready AI Security: A Practical Path with Qualys TotalAI

Qualys TotalAI is an inventory-first AI security platform that discovers AI-capable infrastructure, deployed model endpoints, cloud AI services, and MCP integrations, then performs customizable LLM-focused scans (e.g., jailbreaks, prompt injection, multimodal issues, hallucinations, DoS). Findings are mapped to OWASP LLM, MITRE ATLAS, and the EU AI Act and delivered with evidence-backed reports and dashboards to enable continuous AI posture management and operational remediation workflows, plus a practical multi-week rollout plan for security teams.