# AIORG

> AIORG is an AI-Native organization platform: a governed AI workforce structured as a real company — departments, directors, managers, and workers — plus enrollment for developers' own AI tools (Claude Code, Copilot, Grok CLI), one curated knowledge base, live context observability, and a policy gate with an immutable audit ledger in front of every agent action.

AI-assisted bolts tools onto an org chart of people; AI-Native fills the org chart itself with accountable members — human and AI, cloud and edge, as peers in one governed hierarchy. Agents are hired, not deployed: each has a job description, required skills, and scoped access.

## Products

- [Workforce](/products/workforce.md): AI departments that plan, coordinate, and deliver real work
- [Connect](/products/connect.md): Developers' AI tools enroll as governed members of the org
- [Knowledge](/products/knowledge.md): One curated knowledge base for every agent
- [Context](/products/context.md): See what every agent sees, live
- [Governance](/products/governance.md): One gate for every agent action — nothing slips through unlogged

## Journal

Publications on AI-Native organizations (index: /journal, RSS: /feed.xml):

- [Every Prompt Is an Egress Event](/journal/every-prompt-is-an-egress-event.md): The most under-discussed fact of LLM adoption: prompts leave your boundary. What that means for data, policy, and the audit you will eventually face.
- [The Re-Learning Tax](/journal/the-relearning-tax.md): Language models are stateless. Every session rebuilds its picture of your company from scratch — and you pay for that rebuild in tokens, time, and mistakes. There is a structural fix.
- [What AI-Native Actually Means](/journal/what-ai-native-actually-means.md): Everyone claims the label. Here is a working definition: AI-assisted bolts tools onto an org chart of people; AI-Native fills the org chart itself with accountable members.

## Optional

- [Overview](/index.md): the whole platform on one page, including the org diagram as text
- [Pricing](/pricing.md): plans from free to enterprise; self-hosted and hybrid available
- [Platform portal](https://portal.aiorg.io): sign in or create a tenant