AI OS Documentation — Agents, Architecture & Deployment

Everything you need to understand, configure, and deploy the AI OS agentic operating system. AI OS provides a Virtual Corporate HQ where an Agent Fleet of 73 specialized sub-agents is organized into five documentation sections:

Core Systems

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Agent Fleet

73 specialized sub-agents across 6 AI models, 4 routing tiers, and 11 departments. Roles, capabilities, escalation paths, and definitions.

📚

Knowledge & Records

The governed company document library: a catalog over the Memory Vault, uploads, and agent artifacts, with reader-scoped access and retention on every record.

Hermes Agent

Always-on MCP background worker. Remote approvals, walkaway mode, cron jobs, mobile bug diagnosis, and self-improving skills.

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Self-Improve

Grok Build plans upgrades to AI OS itself and can open a draft GitHub PR. Every apply and every PR always requires your explicit approval.

🧠

Reasoning & Automation

Process-verified steps whose actions cannot run unverified; verified-steps, reflexion and tree-search patterns for pipelines; and agents that author automations instead of executing tasks — measured 16× cheaper on a real task, reading primary sources.

⚖️

Oversight & Approvals

The management layer: server-enforced approval gates with risk classes, batch approval, and the operator oversight ledger — decisions per day, median time-to-decision, pending-queue age, and remediation cost logging, on the Costs dashboard beside spend.

📊

Analytics (AI-Signal-First)

First-party, cookieless analytics that show the AI crawler traffic Google Analytics can't see — per hosted site, with answer-engine referrals.

💌

Client Engine

Email nurture sequences with built-in unsubscribe compliance, appointment booking on generated sites with calendar invites, and a drag-and-drop CRM pipeline kanban.

💼

Web Studio Business Tools

Lead capture into the CRM, sales funnels wired to your Stripe checkout, dynamic pages from a dataset, and a per-site Site Manager dashboard.

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Agent-Ready Sites

JSON-LD, llms.txt, Open Knowledge Format bundles, and Ed25519-signed content provenance — the machine-readable layer every generated site ships.

Skills & Pipelines

21 procedural skill files and declarative YAML pipeline chains. Skill anatomy, authoring, and pipeline orchestration.

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AI Business Clone

A replica of one person's voice, expertise and limits, built on a shared company profile. Drafts for review, directs agents, never sends.

🔬

Knowledge Graph

Auto-categorizing knowledge base with semantic connections, radial visualization, and vault storage.

🎨

Design System

DESIGN.md dual-structure protocol, brand reasoning, WCAG linting, URL cloning, and cross-platform export.

Frequently Asked Questions

What is AI OS?

AI OS is the agentic operating system documented here: a Virtual Corporate HQ where an Agent Fleet of 73 specialized sub-agents, across 6 AI models, 4 routing tiers, and 11 departments, handles work such as SEO audits, media production, and monetization pipelines.

How many agents does AI OS have, and how are they organized?

73 specialized sub-agents across 6 AI models, 4 routing tiers, and 11 departments. The Agent Fleet page documents each role, its capabilities, and its escalation paths.

What license options are available?

Community is free and open-source with 19 agents and 6 departments, self-hosted. Business is $1,997 one-time and offers all 73 agents, all 11 departments, self-instance theming, and priority email support. Enterprise is $4,997 one-time and adds SSO/SAML, advanced security, and custom agent development.

What does the Hermes agent do?

Hermes is an always-on MCP background worker that provides remote approvals, walkaway mode, cron jobs, mobile bug diagnosis, and self-improving skills.

How do I start using AI OS?

Follow the Getting Started guide: choose a plan, configure your API keys, and explore your Virtual HQ in under five minutes.

What is the Knowledge Graph?

An auto-categorizing knowledge base with semantic connections, radial visualization, and vault storage that serves as long-term memory for every agent.

What is the Knowledge & Records department?

A governed company document library: a catalog over the Memory Vault, extracted uploads, and agent-output artifacts, with owner, sensitivity, reader-scoped access, and retention on every record. Every agent on every tier reads it through a fenced, untrusted-by-default choke-point. See Knowledge & Records.