CAIN MemVault, explained for beginners

MemVault screens what agents save to memory and quarantines known injection text so it is never recalled.

What it is

Agents with memory can be attacked through it: a malicious email saved today can give the agent orders next week (memory poisoning).

MemVault checks every write with shared rules plus a trained classifier. Clean notes are ALLOWED; known injection text is QUARANTINED and never returned by search. Memory never grants an agent permission to do anything.

An everyday comparison

A mailroom that files your letters and locks away anything that looks like a known scam.

How it works, in 4 steps

1. The agent writes a memory.
2. Rules and a classifier screen it.
3. Clean: stored. Injection: quarantined.
4. Search returns only clean memories.

Try it now

Open the three live demo tools → Every button sends a real request to the live product and shows the real answer.

See it on the homepage: CAIN MemVault section →

Who it is for

Teams building agents that remember customers, cases or past work.

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