Organizations are increasingly adopting AI agents to boost operational efficiency, improve productivity and drive innovation. These advanced AI agents can reason autonomously, collaborate with other tools and leverage enterprise data for business-enhancing results.
With the Dell AI Factory with NVIDIA, you can access the latest features in the NVIDIA AI Enterprise software platform to simplify deployment, enhance stability and support AI agent pipelines for emerging AI applications and use cases. An AI agent pipeline is a structured workflow that enables an AI system to process inputs, analyze data, make decisions and generate outputs, often with feedback loops for continuous improvement.
Streamlined AI Agent Pipeline Management
NVIDIA NIM, part of NVIDIA AI Enterprise, offers a set of easy-to-use cloud-native inference microservices that accelerate time-to-market and simplify the deployment of generative AI models in your data center while keeping your data secure. Dell Technologies customers now have three pathways to deploy NIM microservices: the newer NIM Operator, offering flexibility for production-level AI pipeline integration, as well as Helm and KServe.
With the recent introduction of the NVIDIA NIM Operator for automating deployment, configuration and management of NIM microservices for generative AI applications, managing AI pipelines has never been easier. For organizations leveraging Dell’s infrastructure, the NIM Operator helps automate AI pipeline deployments and optimizes performance while handling the deployment across the Kubernetes cluster.
Speed Up Custom Deployments with Generative AI
NVIDIA NIM is also a key component for enabling AI applications, from digital assistants to content creation and computer vision.
By offering NVIDIA AI Blueprints, Dell Technologies provides recipes to help developers quickly and efficiently deploy AI applications with AI agents. Adding to the growing catalog, NVIDIA AI Blueprint for video search and summarization is to unlock insights from archived or live video streams.
This enterprise-scale video ingestion agent produces highly accurate and interactive summarization of video content. It also enables natural language Q&A interaction powered by visual language models (VLMs). These agents are perfect for applications in smart cities for traffic and safety management, retail optimization, manufacturing operations and more.
The latest release also integrates several high-profile AI models into the production branch, including Meta’s Llama 3.1 and Mistral AI’s Mistral 7B, alongside NVIDIA models like Nemotron-4 for synthetic data generation. Through Dell Technologies, customers can confidently deploy these NIM microservices, knowing they will be maintained securely without breaking existing application dependencies.
Delivering Informed Decisions, Faster
Pulling AI Enterprise, NIM and Agent blueprints together, customers now can apply these resources to use AI agents for RAG operations, or Agentic RAG.
The recent announcement of Agentic RAG on the Dell AI Factory with NVIDIA benefits organizations across multiple industries with a significant leap forward in AI-driven information retrieval and processing. Large-scale and data driven organizations, including healthcare and financial institutions can now access different data types to deploy RAG, implement AI Agents to streamline the pipeline and deliver different outputs, or multi-modal outcomes.
The agentic RAG design shows how organizations, with healthcare as an example, can overcome the challenges of fragmented data (access structured data, such as patient schedules and profiles, alongside unstructured data, such as medical notes and imaging files) while maintaining compliance with HIPAA (Health Insurance Portability and Accountability Act) and other requirements.
With AI Enterprise, NIM and NeMo Retriever, businesses have a comprehensive starting point to deliver more decisions based on their data, quickly.
Availability
Dell Technologies helps enterprises leverage NVIDIA AI Enterprise across different environments. The NVIDIA AI Enterprise software platform is now available to download for Dell Technologies customers with a valid license.
With production branch updates and additional NIM microservices arriving soon, organizations can rely on the Dell AI Factory with NVIDIA for end-to-end support and enterprise-grade reliability in their AI deployments.
Contact an advisor to get started today with your deployment.