Galileo's integration in the new NVIDIA Enterprise AI Factory validated design creates a powerful solution for enterprise AI deployment. This full-stack design provides guidance for enterprises to build and deploy their own on-premises AI factory, with Galileo's reliability and evaluation capabilities serving as a critical component of this full-stack solution. The NVIDIA Enterprise AI Factory validated design supports a wide range of AI-enabled enterprise applications, agentic and physical AI workflows, autonomous decision-making, and real-time data analysis. It features expertly designed NVIDIA Blackwell accelerated infrastructure tailored to enterprise needs, integrating specialized AI software to ensure seamless operation and robust performance. Galileo creates a powerful combination that enables developers to build data flywheels and achieve the high degree of accuracy necessary to build reliable agentic AI. The platform enhances the NVIDIA Enterprise AI Factory with three core capabilities essential for production-ready agents: Comprehensive Evaluation, Real-Time Observability, and Protective Guardrails. Together, Galileo and NVIDIA implement a powerful AI data flywheel that creates a virtuous cycle of continuous improvement, all built on NVIDIA Enterprise AI Factory Stack. This systematic approach transforms agent development from an uncertain art to a structured engineering discipline, allowing teams to confidently deploy. The benefits of this integrated approach are already being realized by organizations building critical agent applications, including a 10x reduction in evaluation latency for critical agent behaviors, higher accuracy in tool selection and reasoning, significantly reduced risk of hallucinations and harmful outputs, and faster time-to-value for agentic applications.