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

A NEW CATEGORY OF AI INFRASTRUCTURE
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
Knowledge-powered enterprise experiences
Context-aware workflows and automation
Governed retrieval grounded in source data
Connected entities, meaning and relationships
Persistent institutional context
Policy-driven placement across every tier
Core Capabilities
Preserves operational context and institutional knowledge so AI can build on what the organization already knows.
Grounds responses in governed source material, metadata and permissions for reliable enterprise retrieval.
Places knowledge across performance, capacity and archive tiers according to value, access and policy.
Connects documents, images, video, audio and technical files within one searchable knowledge environment.
Maintains access control, retention policy, integrity and auditability throughout the knowledge lifecycle.
Runs retrieval and AI workloads close to controlled data in edge, enterprise or private-cloud environments.
Hardware Highlights
AI Compute
Storage
Knowledge Layer
Deployment
Availability
Scalability
Industry Solutions

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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Turn public archives, government records and institutional knowledge into secure, continuous digital memory with long-term preservation and permission control.
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Preserve compliance records, research and business knowledge with complete audit trails and governed access for trustworthy, verifiable financial intelligence.
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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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Connect research data, academic work, learning resources and institutional memory to support cumulative knowledge and AI-assisted discovery.
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Govern video, audio, images and creative assets with multimodal retrieval and long-term preservation so media collections continue to create value.
Learn MoreWhy Spark AI
Session-based context
Persistent institutional memory
Separate archive systems
Integrated lifecycle preservation
Point solutions
Documents, images, video and technical data
Added through external tools
Built into access, retention and audit workflows
Single storage tier
NVMe, HDD, optical archive and cloud
Fragmented operations
One governed infrastructure platform