AI Platform#
An AI platform is an integrated suite of technologies that provides the infrastructure, tools, and services needed to build, train, customize, deploy, and manage machine learning and generative AI models and AI Agents at scale. Such platforms streamline the end-to-end AI development lifecycle, offering capabilities for data preparation, model training, fine-tuning, deployment, monitoring, and governance. The AI platform natively integrates frameworks like NVIDIA NeMo and NIM, enabling organizations to efficiently develop and customize large language models (LLMs) and other generative AI systems. NVIDIA NeMo provides a cloud-native, end-to-end framework for building, training, and deploying LLMs and other AI models, while NIM offers standardized microservices and APIs for seamless model deployment across cloud, on-premises, or edge environments. By leveraging these integrated tools, an AI platform empowers enterprises to create domain-specific AI solutions, accelerate innovation, and maintain secure, scalable, and high-performance AI operations.