Persistent Memory Across Sessions — Encrypted and Secure
Your agents remember every user, every session, every detail with LLM-driven consolidation and AES-256 encryption.
Tailored for complex workflows.
Stateless AI forgets everything the moment a session ends. Maedo agents do not. Every interaction is stored in a persistent, database-backed memory layer encrypted at rest with AES-256. Using our proprietary LLM consolidation engine, agents recognize returning users, synthesize related facts into Master Records, and continue conversations exactly where they left off—preserving every original detail while maintaining a clear, distilled context.
Cross-Session Persistence
Conversations do not reset when a session ends. When a user returns hours or weeks later the agent picks up with full context of everything that was discussed, requested, or captured before.
LLM-Driven Fact Consolidation
Our engine identifies related facts using semantic clustering and uses an LLM to merge them into high-density Master Facts. This provides the agent with a clear summary of complex histories without losing any underlying data.
Absolute Data Preservation
No cleanup, no deletions. Unlike other systems that prune 'redundant' data, Maedo flags original facts as consolidated while keeping them permanently in your database, ensuring a 100% audit trail.
AES-256 Encryption at Rest
All stored user context, PII, and conversation data is encrypted using AES-256. Your users' data is never stored in plaintext. Maedo is SOC 2 Type II compliant with optional VPC-isolated deployment.
Selective Memory Scope
Define exactly what each agent is allowed to remember by data type, sensitivity level, and retention period. A support agent can remember issue history but not payment preferences. A sales agent can remember product interest but not support tickets.
Trigger agents from the tools you already use.
LLM-Powered Context Synthesis
Stop repeating the same background information. Our engine clusters dozens of past interactions and synthesizes them into a single Master Fact. The agent says: 'I remember we discussed X, Y, and Z last week—let's handle the next step.' This maintains high accuracy without hitting token limits.
Encrypted Long-Term Archival
Every single piece of data is protected by industry-standard AES-256 encryption. Whether it's a phone number, a secret API key shared during a support session, or a sensitive business requirement, Maedo stores it in a secure vector vault that only your specific agent nodes can decrypt.