Trellix has announced Trellix Wise for Private Cloud, an on-premises, federated AI core for agentic security operations. According to Help Net Security, the product extends a security fabric across existing infrastructure and is designed to investigate 100% of received alerts, producing verdicts with business context and actionable response guidance. It operates across on-premises, air-gapped, hybrid, and private cloud environments, with data remaining inside the customer's security boundary and never sent to a public LLM or external cloud.
The announcement argues that AI is now commercializing attacks and outpacing human-speed defenses, citing incidents such as Hugging Face's breach investigation being blocked by its own commercial AI guardrails and reports of AI agents autonomously targeting government infrastructure. Trellix says its approach addresses the main barriers to enterprise adoption: unpredictable costs, loss of data control, and lack of AI decision transparency. The product uses predictable pricing rather than token-based consumption, and provides auditable AI outcomes with confidence levels, plain-language explanations, and detailed dossiers for every conclusion.
The source is a single vendor announcement and includes only supportive commentary from Trellix executives, Thales Group's CISO, and an IDC analyst. No independent assessment or contrasting view is included, so the claims should be read as vendor-reported rather than verified. Trellix also cites its own Mind of the CISO research, which found that 41% of organizations plan to prioritize detection and response investment for AI-related risks in the next 12–24 months.