The Ten-Layer Architecture
From Knowledge to Deployed Agent
Each layer feeds the next. Knowledge grounds the agent. Integrations connect it to your systems. Data structures what it sees. Rules bound what it may do. Workflows orchestrate its steps. The runtime reasons. Humans approve. Audits record. Security protects.
The Foundation
Enterprise Knowledge
Key Components
Technologies
Connect Everything
Integrations Layer
Key Components
Technologies
Single Source of Truth
Structured Data Layer
Key Components
Technologies
Guardrails That Never Sleep
Rules & Constraints Engine
Key Components
Technologies
Orchestration & Logic
Workflow Engine
Key Components
Technologies
Reasoning & Action
Agent Runtime
Key Components
Technologies
Trust Through Oversight
Human Approval Loop
Key Components
Technologies
Every Action, Recorded
Audit & Observability
Key Components
Technologies
Enterprise-Grade Protection
Security & Governance
Key Components
Technologies
The Deployed Solution
Enterprise Agent
Key Components
Technologies
Principles That Govern Every Layer
These aren't features — they're the architectural commitments that make enterprise agents safe, accountable, and maintainable.
Layered, Not Monolithic
Each concern — knowledge, data, rules, runtime, approval — is a separate layer. You can modify, replace, or extend any layer without rebuilding the whole agent.
Human-in-the-Loop by Design
Autonomy is earned, not assumed. Agents start conservative and gain autonomy as trust is established through the approval loop.
Accountability First
If an agent took an action, you can see exactly why — what data it read, what rules it evaluated, what reasoning it used, and who approved it.
Security as Architecture
Security isn't bolted on — it's woven through every layer, from data isolation to credential management to access governance.
Composable & Reusable
The same knowledge base, integrations, and rules engine serve multiple agents. Build once, deploy across use cases.
Model-Agnostic
The runtime works with any LLM. Swap models per task, per cost constraint, per compliance requirement — without re-architecting.