Skip to main content

DDN INFINIA

The AI Data Platform for Real-Time Inference and RAG at Scale

Infinia is an AI data engine that orchestrates data across distributed environments, maximizing GPU utilization and delivering real-time inference and RAG at scale. It eliminates data bottlenecks that slow production AI by utilizing metadata to unify fragmented data silos into a single, high-performance data pipeline and providing ultra-low latency access to data, accelerating retrieval by up to 20X.

Built on decades of HPC innovation and trusted by over 11,000 organizations, Infinia helps you maximize GPU utilization, reduce infrastructure cost, and move AI from experimentation to production.

Talk to an Expert
Powering Production AI for Industry Leaders

Why Production AI Pipelines Fail and How Infinia Fixes Them

Most AI infrastructure was built on storage that wasn’t designed for real-time inference or RAG. As data grows and pipelines get more complex, that mismatch breaks production AI:

  • GPUs sitting idle waiting for data 
  • Slow retrieval in RAG pipelines 
  • Fragmented data silos across cloud, edge, and core 
  • Unpredictable latency that breaks real-time applications 

Infinia solves these challenges with an AI data platform that unifies distributed data and delivers deterministic performance, intelligent data orchestration, and real-time access across the full AI lifecycle.

See Infinia in ActionWatch Video

Built for Production AI Economics

75% Reduction in Token Cost
Dramatically lower cost per token with KV Cache, so AI can scale financially.
18x More Tokens Per Watt
AI is ultimately energy-bound, maximize tokens per watt to scale economically and sustainably.
22x Faster Rag Performance
Delight customers with real-time retrieval pipelines, eliminating latency and reducing infrastructure overhead at scale.
25x Lower TTFB
Accelerate real-time AI and data access by dramatically reducing latency for faster responses and seamless data delivery at scale.

KEY CAPABILITIES

Purpose-Built for Inference, RAG, and Real-Time AI

Metadata-Driven AI Data Platform

Infinia unifies structured, semi-structured, and unstructured data into a single platform with high-speed metadata indexing, enabling instant search, filtering, and retrieval across massive datasets.

Unified Data from Edge to Cloud

Orchestrate data across edge, core, and cloud environments with intelligent placement and movement reducing cost, eliminating silos, and ensuring data is always where it’s needed.
Learn More

High-Performance KV Store & KV Cache

A high-performance key-value store and KV cache keep embeddings, vectors, and inference state close to compute, reducing latency and improving efficiency for production AI workloads.
Learn More

Enterprise-Scale Multi-Tenancy

Securely isolate workloads, enforce QoS, and support multi-tenant environments at scale, enabling AI-as-a-service and shared infrastructure without performance tradeoffs.

USE CASES

AI Use Cases Powered by Real-Time Data Pipelines

“With your data intelligence platform, we built the world’s largest AI data center in just 122 days.”

Charles Liang

Founder & CEO, Supermicro

Learn More

CUSTOMER STORIES

Infinia in Production

“The DDN and Aleria Sovereign AI Factory gives us a repeatable model for building high-performance AI factories that can expand rapidly as capacity comes online. By combining DDN’s data intelligence platform, NVIDIA’s Vera Rubin and Omniverse DSX stack, and Aleria’s sovereign intelligence layer, we deliver something that has never existed before: a fully auditable, domestically controlled AI factory that produces board-level intelligence from day one.”
— Eric Leandri, CEO, Aleria

Frequently Asked Questions

An AI data platform delivers data to AI models in real time, enabling fast retrieval, low latency, and efficient GPU utilization for production AI workloads.

RELATED SOLUTIONS

Build a Complete AI Data Platform

DDN HyperPOD

Turnkey Enterprise AI infrastructure for rapid deployment and production scale
Learn More

IndustrySync

Pre-built AI pipelines delivering industry-specific intelligence at scale
Learn More

AI Factories

Optimize GPU utilization and AI economics across large-scale deployments.
Learn More

Data Intelligence Platform

Unified platform for training, inference, and analytics, turn infrastructure into AI outcomes.
Learn More

Horizon

AI control plane orchestrating infrastructure, workflows, and AI services
Learn More

RESOURCES

Explore Our Resources

PRESS RELEASE

DDN Launches Enterprise AI HyperPOD

PRODUCT

Your Easy Button for Enterprise AI at Scale

WHITEPAPER

Powering Biomedical Breakthroughs with AI Infrastructure

Turn AI Infrastructure Into Production Systems

Eliminate data bottlenecks, maximize GPU utilization, and bring AI into real-world production. Infinia delivers the performance, predictability, and economics required to scale AI successfully.
Talk to an Expert