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.

Current operating model

Product claimpositioning

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

Department agent networkclick a department
Cross-department communication simulatorgoverned request routing
Request flowbrokered, not free-for-all
Why this is saferboundary 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 architecturesix-layer model
Performance simulatorqueues · workers · audit volume

Scalability rulesfast 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 matrixHermes · Paperclip · madarX OS
Department war-room democampaign across six departments