Production Blueprint

Operator Memory Architecture

Tiered cognition for autonomous agents — not chatbot memory, operator-grade state management.

Memory sits above the agent, not inside it. A compromised agent cannot rewrite its own history. The approval gate prevents autonomous mutation of rules and financial records.

1
Execution Agents
Task runners (n8n, voice, deal analysis)
2
Reflection Layer
Evaluates outcomes before storage
3
Memory Compressor
Raw → distilled state (the core engine)
4
Approval Gate
Human-in-loop for semantic + financial writes
5
Tiered State Store
5-tier persistent memory (see below)
6
Planner / Router
Reads state → allocates next actions
Key Principle: Data flows down through compression. Control flows up through the planner. No agent can write to a tier above its permission level. Financial and semantic writes always pass through the approval gate.
Operator Memory Architecture v1.0 — Built for the Secure AI Stack