Spark AI Appliance™

The First Knowledge Infrastructure Appliancefor the AI Era

ComputeMemoryKnowledgeGovernance
Spark AI Appliance with illuminated knowledge layers and data flow
Spark AI Appliance
AI LayerKnowledge LayerEnterprise Memory LayerIntelligent Storage Layer

A NEW CATEGORY OF AI INFRASTRUCTURE

Knowledge Infrastructure Appliance

Spark AI is defining a new category: the Knowledge Infrastructure Appliance—giving every organization its own AI knowledge infrastructure.

It is not simply an AI server or a storage system. It integrates AI computing, long-term knowledge storage, enterprise RAG, AI memory and data governance into one privately deployable and continuously evolving platform.

Knowledge Architecture

One system. Every layer of enterprise knowledge.

Data moves through a governed knowledge stack—from accelerated storage to AI applications—without breaking continuity, context or control.

AI Applications

Knowledge-powered enterprise experiences

AI Agents

Context-aware workflows and automation

Enterprise RAG

Governed retrieval grounded in source data

Knowledge Graph

Connected entities, meaning and relationships

AI Memory

Persistent institutional context

Intelligent Tiered Storage

Policy-driven placement across every tier

NVMe SSD
HDD
Optical Archive
Cloud

Core Capabilities

Knowledge infrastructure, integrated by design.

Six coordinated capabilities turn fragmented enterprise information into governed knowledge that remains useful over time.

AI Memory

Preserves operational context and institutional knowledge so AI can build on what the organization already knows.

Enterprise RAG

Grounds responses in governed source material, metadata and permissions for reliable enterprise retrieval.

Intelligent Tiered Storage

Places knowledge across performance, capacity and archive tiers according to value, access and policy.

Multi-modal Knowledge

Connects documents, images, video, audio and technical files within one searchable knowledge environment.

Data Governance

Maintains access control, retention policy, integrity and auditability throughout the knowledge lifecycle.

Private AI Infrastructure

Runs retrieval and AI workloads close to controlled data in edge, enterprise or private-cloud environments.

Hardware Highlights

Enterprise hardware without the specification-table experience.

A balanced system for accelerated AI, governed storage and long-term knowledge continuity—from one node to enterprise scale.

AI Compute

High-performance NVIDIA RTX platform

Storage

100 TB–1 PB intelligent tiered storage

Knowledge Layer

SSD + HDD + Optical Archive

Deployment

Edge · Enterprise · Private Cloud

Availability

24×7 Enterprise Ready

Scalability

Single Node → Enterprise Cluster

Industry Solutions

Built for knowledge-intensive organizations.

Spark AI Appliance helps institutions preserve high-value information, retrieve it with context and govern how it supports AI.
Healthcare knowledge infrastructure for medical imaging, patient records and clinical AI

Healthcare

Unify medical imaging, patient records and clinical knowledge in a privately deployed environment with controlled access, intelligent retrieval and durable preservation.

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Government knowledge infrastructure for public archives and long-term institutional memory

Government

Turn public archives, government records and institutional knowledge into secure, continuous digital memory with long-term preservation and permission control.

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Financial knowledge infrastructure for compliance records, governance and auditable intelligence

Finance

Preserve compliance records, research and business knowledge with complete audit trails and governed access for trustworthy, verifiable financial intelligence.

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Manufacturing knowledge infrastructure for CAD, digital twins and engineering history

Manufacturing

Connect CAD drawings, equipment data, maintenance history and digital twins so engineering knowledge remains preserved, searchable and ready for intelligent analysis.

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Education knowledge infrastructure for research data and AI-assisted discovery

Education

Connect research data, academic work, learning resources and institutional memory to support cumulative knowledge and AI-assisted discovery.

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Media knowledge infrastructure for video archives, creative assets and multimodal search

Media

Govern video, audio, images and creative assets with multimodal retrieval and long-term preservation so media collections continue to create value.

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Why Spark AI

From an AI server to knowledge infrastructure.

Traditional servers provide compute. Spark AI Appliance connects compute with memory, retrieval, governance and the full knowledge lifecycle.
Capability
Traditional AI Server
Spark AI Appliance™

AI Memory

Session-based context

Persistent institutional memory

Long-term Knowledge Preservation

Separate archive systems

Integrated lifecycle preservation

Multi-modal Retrieval

Point solutions

Documents, images, video and technical data

Enterprise Governance

Added through external tools

Built into access, retention and audit workflows

Intelligent Tiered Storage

Single storage tier

NVMe, HDD, optical archive and cloud

Knowledge Lifecycle Management

Fragmented operations

One governed infrastructure platform