Qualys Total AI | Close AI Governance Evidence Gap | Qualys
Summary: Qualys introduced TotalAI, a code-to-runtime AI security and governance product built on its Enterprise TruRisk Platform that discovers sanctioned and shadow AI across cloud services, GPUs, containers, code repositories, SaaS copilots, browser plug-ins, agents, and MCP servers, then tests and monitors model and agent behavior in production. The company cites AI/ML-related breaches affecting 13% of organizations, a 340% year-over-year rise in prompt-injection attempts, LLM exploits succeeding in an average of 42 seconds, and $670,000 in higher average breach costs for organizations with high shadow AI use.
Why it matters: Qualys frames the gap as proof rather than visibility: boards, auditors, and regulators now ask organizations to demonstrate that models and agents are tested and controlled in production, and spreadsheets and periodic assessments cannot supply that evidence. The cited $670,000 shadow-AI breach cost premium and the possibility of SEC disclosure obligations put a concrete price on unsanctioned AI use that most inventories still cannot see.
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