AI Factory Storage
Support model training, checkpointing, inference, RAG, vector search, and long-term data retention with validated AI storage architectures.
High-Performance Data Infrastructure for AI Workloads
AMAX designs and validates AI storage architectures that keep GPUs fed with data across training, inference, RAG, vision, simulation, and agentic AI workloads. From high-density storage platforms to AI-native file systems and parallel storage, AMAX helps customers match the right storage solution to their AI Factory architecture.
Storage is the Data Foundation of the AI Factory
AI Factory performance depends on more than GPU compute. Training, inference, RAG, and multimodal AI require fast access to large datasets, checkpoints, embeddings, vector stores, model weights, and high-volume data pipelines.
Data Sources
Enterprise data, images, documents, sensors, and applications
Storage Layer
High-performance storage and AI-ready data platforms
AI Data Pipeline
Data processing, orchestration, and model preparation
GPU Cluster
Accelerated computing for training and inference
AI Workloads
Training, RAG, vision, simulation, and agentic AI
WEKA
AI-native Data Platform
WEKA delivers a software-defined data platform built for AI pipelines, hybrid cloud deployments, and high-performance access across training, inference, and RAG workloads.
Best For
- Retrieval-Augmented Generation (RAG)
- Inference Pipelines
- Hybrid Cloud AI
- Agentic AI Workloads
- Multi-tenant AI Platforms
DDN
AI Training & HPC Storage
DDN provides high-throughput storage engineered for AI training, HPC, and data-intensive environments where GPUs demand fast, consistent data access.
Best For
- Large-scale Model Training
- Checkpoint-intensive Workloads
- HPC & Scientific AI
- Multi-node GPU Clusters
- High-throughput AI Pipelines
VAST Data
Universal AI Data Platform
VAST Data provides a unified AI data platform that combines high-performance file and object storage for training, inference, RAG, and enterprise AI workloads.
Best For
- Enterprise AI platforms
- Large unstructured data repositories
- RAG and vector database workflows
- Multi-protocol file and object storage
- Hybrid cloud AI
Validated Storage for Production AI
AMAX brings storage into the complete AI Factory architecture, validating performance across compute, networking, storage, software, and workload requirements.