Architecture Stack

A secure control plane for enterprise AI agents.

The reference stack separates model reasoning, tool permissions, business memory, workflow execution, and governance telemetry.

Layer 06

Experience Layer

Web apps, chat, email, mobile, dashboards, voice, and enterprise portals.

Layer 05

Agent Orchestration

Planner, router, specialist agents, task queue, memory controller, and state manager.

Layer 04

Guardrail Runtime

Policy checks, PII masking, confidence gates, approval routing, and content validation.

Layer 03

Tool Execution

CRM, ERP, ticketing, databases, calendars, payments, notifications, and internal APIs.

Layer 02

Knowledge Layer

Vector search, business rules, documents, structured records, and event history.

Layer 01

Observability

Audit logs, telemetry, error traces, quality metrics, and cost monitoring.

Security and Control

Guardrails before autonomy.

Least Privilege Tools

Agents receive scoped permissions only for the action they are authorized to perform.

Human Approval Gates

High-risk decisions are routed to accountable users before execution.

Full Traceability

Every decision records prompt context, retrieved data, tool calls, outputs, and approver identity.