The unified infrastructure layer where persistent memory and governance are architecturally inseparable. Every read governed. Every write audited. Every memory compliant.
Today's AI memory tools store everything and govern nothing. Your agents remember sensitive data with no retention policies, no access control, and no audit trail. That's not infrastructure. That's a compliance incident waiting to happen.
Memories persist forever by default. PII from a deleted user? Still in the vector store. No TTL, no automatic purge, no compliance.
Any agent can read any memory. Your sales bot sees support tickets. Your intern-level agent reads executive context. No scoping.
Who accessed what memory, when, and why? Nobody knows. When the auditor asks, the answer is silence.
Mnemonic treats governance as a first-class primitive, not a bolt-on. Every memory operation flows through policy enforcement.
Semantic, episodic, and procedural memory across sessions. Sub-100ms retrieval. 90% token reduction versus full-context prompting. Your agents remember what matters.
Retention TTLs, role-based access, data classification, and automatic PII handling. Governance runs on every read and write, not as an afterthought.
Every access logged. Every mutation tracked. Full lineage from creation to expiry. When the auditor asks, you have the answer before they finish the question.
HIPAA, SOC 2, GDPR, and the EU AI Act are not features to add later. They are architectural constraints Mnemonic is built around from day one.
Works with LangChain, CrewAI, OpenAI Agents, Anthropic, or your own stack. One import. Five lines of code. Memory and governance in minutes, not months.
Facts have lifespans. Preferences expire. Contexts evolve. Mnemonic tracks when things were true, not just what was true. Query the past. Govern the present.
Between your AI models and the data they remember. Every memory operation passes through the governance layer. No exceptions.
Any framework
Memory + Governance
Vector / Graph / KV
The AI industry is building agents that remember everything and control nothing. Mnemonic exists to make that sentence obsolete. One layer. Memory and governance. Inseparable by design.