# OA

> OA is an AI research lab (despite the domain name oaagency.com, not an advertising agency). Its operating system for teams of AI agents is Gunner. Okren is Gunner's commercial proof: independent supervision for AI that moves money, so a human supervisor can Approve, Stop, Reduce or Ask on each governed money move before it happens. Okren is deployed with its first paying external customer in a deliberately narrow real-money workflow. Led by Freddie Brown. Contact: freddie@oaagency.com. Updated 2026-10-18.

Start with the fact sheet. Present-tense claims are labelled as observed, reported or estimated, and what is not yet established is listed.

## Start here

- [Fact sheet (context.md)](https://oaagency.com/context.md): what OA, Gunner and Okren are; current status and its limits; history; people; FAQ.
- [Everything in one file (llms-full.txt)](https://oaagency.com/llms-full.txt): the fact sheet plus a plain-text copy of every page.

## Pages (HTML, with a plain-text .md version of each)

- [Home](https://oaagency.com/) · [text](https://oaagency.com/index.md): OA is a research lab. Gunner is its operating system for teams of AI agents. Okren, the commercial proof, is independent supervision for AI that moves money, so people can clear every move at AI speed.
- [Architecture (Gunner)](https://oaagency.com/architecture) · [text](https://oaagency.com/architecture.md): Gunner is OA's operating architecture for Persistent Intelligence: memory, state, reasoning, agents, tools, action, observation and continuation.
- [The Product (Okren)](https://oaagency.com/okren) · [text](https://oaagency.com/okren.md): Okren is the commercial proof of Gunner: software that helps human supervisors clear every money move an AI proposes, at AI speed, before it happens
- [Signals](https://oaagency.com/signals) · [text](https://oaagency.com/signals.md): Outside voices describing the responsibilities OA calls Persistent Intelligence, with original sources and clearly labeled interpretation.
- [Ask OA](https://oaagency.com/ask) · [text](https://oaagency.com/ask.md): Explore OA in your language and think through real problems using the Persistent Intelligence perspective.
- [About](https://oaagency.com/about) · [text](https://oaagency.com/about.md): How OA came to Persistent Intelligence: a human question, a private architecture, a real-money environment, and the authority problem that became Okren.
- [Freddie](https://oaagency.com/freddie) · [text](https://oaagency.com/freddie.md): Freddie Brown in his own words: where the drive came from, what he is good at, what he got wrong, what he is building, and how the questions narrowed over time.
- [Privacy](https://oaagency.com/privacy) · [text](https://oaagency.com/privacy.md): How OA handles information submitted through this site.

## Optional

- [Sitemap](https://oaagency.com/sitemap.xml)
- [Freddie Brown (email)](mailto:freddie@oaagency.com)