document · 004 · federation
madarX OS · company agent network
standalone interactive html

AI generates. Humans approve. Departments collaborate.

# From one AI assistant to a governed company-wide AI workforce.

madarX OS can become the operating layer where every employee and every department has its own team of agents — while cross-department work moves through policies, approvals, queues, memory boundaries, and audit trails.

strategic advantage

vs Hermes
  institutional coordination, not only personal execution
vs Paperclip
  governed runtime, not only control-plane records
core moat
  federated agent teams with approval-first collaboration
scale path
  local-first → team deployment → enterprise network

Current operating model

Product claim positioning

madarX OS turns individual AI agents into an approval-first, audit-friendly operating system for entire companies.

Department agent network click a department
Cross-department communication simulator governed request routing
Request flow brokered, not free-for-all
Why this is safer boundary design

Agents do not directly scrape another department’s memory or tools. They request work through a broker. The owning department decides what can be returned.

- Raw finance data can stay inside Finance.
- Marketing receives approved summaries, not unrestricted tables.
- Legal opinions require Legal manager approval.
- External sends and destructive tool calls stay irreversible_external.

Federation architecture six-layer model
Performance simulator queues · workers · audit volume
Task load: / hour
Workers:
Scalability rules fast and inspectable

- Every request carries tenant_id, department_id, actor_id, task_id, correlation_id.
- Hot permissions, tool manifests and rate counters can be cached.
- Long work moves to department queues with leases, retries and dead-letter handling.
- Vector memory retrieval is scoped by tenant, department, role, task and policy.
- Audit logs are append-only and can be partitioned by company/department/time.

Advantage matrix Hermes · Paperclip · madarX OS

Department war-room demo campaign across six departments