Trend Micro Secure AI Factory is a platform developed in collaboration with NVIDIA and Dell Technologies that provides security controls for enterprise AI deployment. The platform combines hardware infrastructure with NVIDIA NIM microservices and Trend Vision One security capabilities. The platform addresses security requirements across the AI stack, including infrastructure, models, data, APIs, and users. It includes pre-hardened operating systems and real-time container security designed for AI workloads. An AI scanner component assesses systems before deployment to identify security issues such as data leakage and prompt injection vulnerabilities. The platform supports deployment across multiple environments including on-premises datacenters, cloud-native environments via SaaS control plane, and air-gapped clusters. It can be factory-installed on NVIDIA DGX systems or Dell PowerEdge XE9680 servers. The architecture is designed to meet data sovereignty, residency, and regulatory compliance requirements. Security features include usage tracking, compliance policy enforcement, data exposure prevention, and security gap identification. Companion agents provide onboarding guidance, model recommendations, and security policy application. The platform includes controls for detecting and preventing attack chains targeting AI systems. The solution addresses risks including proprietary model theft, inference abuse, agent compromise, and sensitive data exposure through multi-layered security controls integrated into the platform architecture.