The era of static models is over. Today’s AI systems don’t just generate—they reason, retrieve, and respond in real time. At the heart of this transformation is the rise of intelligent agents : autonomous, goal-driven AI processes that operate over vast enterprise datasets to deliver highly contextual, on-demand answers.

To power these agents, enterprises need more than just accelerators—they need a full-stack infrastructure that can keep up with their speed and complexity. That’s where the NVIDIA AI Data Platform and WEKA come in.

The Foundation for Agentic AI

The NVIDIA AI Data Platform is a reference design and technology ecosystem purpose-built for AI inference and decision-making. It combines:

These components work together to deliver intelligent agents that can connect to live data, retrieve context at high speed, and respond with precision—whether deployed in a RAG pipeline, customer service app, or operational analytics system.

WEKA: The Data Engine for Agentic Workloads

WEKA integrates deeply with the AI Data Platform to provide the high-performance, low-latency data layer that agents need to function in real time. Built to move massive volumes of unstructured data with microsecond latency, the WEKA Data Platform ensures that agents can:

  • Access and stream large context windows on demand
  • Retrieve heterogeneous file types at inference time
  • Eliminate traditional storage bottlenecks enabling faster, smarter decision-making

Whether the model needs to process PDFs, log files, images, or video snippets, WEKA ensures the data is ready when the agent calls.

WARRP: Reference Architecture for AI Agents

To make deploying these capabilities easier, WEKA created WARRP—the WEKA AI RAG Reference Platform. Built in alignment with NVIDIA’s AI Data Platform, WARRP enables organizations to rapidly deploy scalable, agentic inference pipelines that:

  • Retrieve and process large, varied datasets in milliseconds
  • Seamlessly scale across hybrid cloud and on-prem environments
  • Integrate directly with NVIDIA NIM and NVIDA NeMo Retriever microservices

WARRP isn’t just about performance—it’s about reliability, repeatability, and simplicity. It turns what used to be a bespoke AI project into a production-grade architecture.

Why It Matters

In a world increasingly reliant on AI agents—from copilots to chatbots to autonomous operations—speed, accuracy, and scalability are non-negotiable. With WEKA and the NVIDIA AI Data Platform, you get a battle-tested foundation for building the next generation of intelligent systems.

Your agents shouldn’t have to wait on slow storage. And your customers shouldn’t have to wait on your agents.

Learn More About the WEKA and NVIDIA Partnership Powering AI Innovation