Enterprise Memory Layer for AI

AI persistent memory that captures knowledge, preserves state, and continuously builds on every interaction.

AIStor Memory enables AI systems to retain context, share knowledge across agents, and accumulate experience over time, turning every interaction into a foundation for the next.

Now available in Tech Preview.

Enterprise Memory Is More Than Context

Enterprise Memory preserves what an organization knows, decides, and learns.
Every interaction creates more than a response. It produces conversations, decisions, artifacts, outcomes, and reusable skills that can improve future work.

AIStor Memory preserves this evolving record as a durable enterprise asset making knowledge, experience, and skills continuously available across users, agents, applications, and workflows.
Context Memory Enterprise Memory Supports the current interaction Improves future interactions Temporary working information Durable organizational memory Rebuilt for each request Accumulates over time Usually scoped to a single session Shared across agents and applications Provides what AI needs to know now Preserves what an organization knows, decides, and learns

Inside AIStor Memory

A purpose-built memory foundation for enterprise AI.

AIStor Memory captures every interaction, organizes it into durable, structured memory, and retrieves the right knowledge at the right moment, so agents get smarter with every run. Built on open formats and AIStor's object foundation, it provides a scalable, durable, and model-agnostic memory layer for enterprise AI.
AI Applications
LangGraph
CrewAI
OpenAI
Claude Code
Other
AIStor Memory CLI
Capture
Retreive
Update
Search
AIStor Memory
Agent Biography
Who each agent is and what it has actually done—every session, every action, in order. Captured as the agent works, and the record behind every memory it writes.
Open Memory
Conversations, decisions, events, and outcomes
Search
Retrieve relevant memories without rebuilding context from scratch
Artifacts & Metadata
Files, outputs, and tool results with contextual tags and attributes
Workspace
Vault

The Pillars of Enterprise Memory

AIStor Memory captures, organizes, retrieves, and protects organizational memory, so agents always build on what came before.

Agent Biography

Every Agent Builds a Biography
AIStor Memory creates a continuously evolving record of what an agent has learned, done, and experienced.

It captures conversations, decisions, tool calls, artifacts, outcomes, relationships, feedback, and acquired skills as a connected, chronological history.

This Agent Biography gives every authorized agent the context to understand prior work, continue where others left off, and build on experience instead of starting over.

Open Memory

Memory You Can Read, Understand, and Own
Enterprise memory should not be trapped inside a proprietary database, opaque vector store, or agent framework.

AIStor Memory stores knowledge in open, structured documents that people and agents can inspect, search, version, share, and move across models, frameworks, and environments.

Your memory remains understandable, portable, and under your control.

Relationships and Retrieval

Retrieve the Right Memory for Every Task
AI does not need every memory at once. It needs the right combination of knowledge, experience, relationships, policies, artifacts, and skills for the task at hand.

AIStor Memory identifies and assembles the most relevant context for each interaction, helping agents respond with greater continuity, precision, and awareness of prior work.

The result is better reasoning without rebuilding context from scratch.

Enterprise Workspace & Vault

Run Agents Securely at Enterprise Scale
Enterprise AI needs more than long-term memory. Agents also need a persistent place to work and secure access to the systems they use.

Workspace: Preserves plans, artifacts, intermediate files, checkpoints, and handoffs across sessions, allowing agents to continue work without treating temporary files as permanent organizational memory.

Vault: Protects credentials, API keys, certificates, and tokens, providing authorized agents only the secrets and permissions required for approved tasks.

Additional Resources

Build Agents That Remember

Persistent, governed memory built directly into AIStor.