02 / ARCHITECTURE

The complete system

Six blocks.
Three planes.
One loop.

A separation of concerns for enterprise agents: execute privately, collaborate visibly, learn continuously, and govern every boundary.

  1. 01 Collaboration
  2. 02 Router
  3. 03 Agent network
  4. 04 Systems & tools
  5. 05 Governance
  6. 06 Knowledge

System map

The architecture
at a glance.

The communication router is the bridge. Governance is the rail. Knowledge touches both the visible workroom and the private machinery beneath it.

Collaboration planeHumans + visible agents

Shared conversations, decisions, approvals, exceptions, and escalations.

Execution planeAgent network · A2A

Specialist agents delegate and synthesize structured work at machine scale.

Knowledge planeMemory · Cache · Dreaming

Private, team, and organizational knowledge remains fresh and reusable.

Policy bridgeCommunication router

Classifies significance, compresses context, enforces policy, and selects the right audience.

Tool boundaryEnterprise systems

Agents access ERP, CRM, databases, search, code, email, and workflows through MCP, APIs, and connectors.

Learning bridgeKnowledge router

Moves knowledge between private, team, and organization scopes through explicit policy.

Governance across every plane
IdentityPermissionsSecurityPolicyAuditObservabilityCost
Diagram of collaboration, execution and knowledge planes

Different planes, different jobs

Get work done. Decide what to do. Remember what was learned.

Execution optimizes for speed and structured delegation. Collaboration optimizes for shared understanding and authority. Knowledge optimizes for reuse and improvement over time.

The agent as a unit

Every agent owns a bounded operating context.

Agents are not just models. Each has a role, skills, tools, data, memory, permissions, policy, and communication interfaces.

MCP

Agent → tools

Grounded access to authorized data, APIs, and actions.

COLLAB

Agent → people + agents

Findings and decisions exposed in a persistent shared workspace.

Next concept

The architecture only works if each conversation uses the right layer.