OA
Does the research.
Solving problems since 2006.
OA · AI Research Lab
We custom built the operating system for AI agents.
So a team of agents works only within limits people set.
OAResearch Lab
Gunner OSWhat We Built
OkrenThe Commercial Proof
IN PLAIN TERMS
OA, Gunner and Okren. In one minute.
Gunner
Gunner is the unique architecture.
Gunner lets a team of AI agents work the way a capable person does: it keeps the goal in mind, remembers what has happened, and carries on from one day to the next.
Okren
Okren is the product.
Okren is the institution’s financial supervisor across its system and people. It learns how financial activity is supervised today and keeps that supervision in place as more of the work becomes autonomous.
Just an exampleThe restaurant, casino and basketball pictures on this site are examples that bring the idea in. They are not customers, pilots or live deployments. Examples are labeled where they appear.
In real termsOkren has one paying customer and one narrow real-money workflow today. No bank runs it in production yet. The facts are on the Okren page.
OA researches.Gunner is the architecture.Okren is the product.
WHAT GUNNER IS
Models Think. Agents Work.
Gunner Runs the System.
Picture a restaurant, as an analogy. A model is the chef. An agent is a cook working one station. Gunner is the restaurant: the kitchen, the stations, the ticket rail and the host at the door, all working together so a full night runs smoothly.
Just an exampleThe restaurant is a picture, not a product. Gunner is software.
In real termsGunner is a stateful runtime built on Linux that coordinates agents, memory, reasoning and tools.
Gunner the whole system
MODEL · THE CHEF
Helps AI think.
Understands questions, weighs information, and suggests possibilities.
Examples today: GPT-6 · Claude · Grok
- Understands a question
- Considers information
- Offers possibilities
Good for thinking.
AGENT · A COOK AT ONE STATION
Helps AI do a job.
Uses tools and takes steps toward a goal.
Agent examples today: Dots · Grok Bot · Meta Muse
- Takes on a task
- Uses tools
- Works through steps
Good for doing.
GUNNER · THE RESTAURANT
Helps AI run the whole night.
Keeps the kitchen, the stations, the orders and the changes of the evening working as one place.
What it runs: the whole operation, whichever chef or cooks are in it.
- Keeps the night’s goal in view
- Knows what is happening at every station
- Notices when something changes
- Re-plans the next move
Good for running the whole place.
Chefs get better. Cooks get more capable.
Gunner is the restaurant that lets them run a full night.
Gunner is the restaurant that lets them run a full night.
Frontier labs are increasingly building operating systems around their own intelligence. Gunner OS starts from the opposite direction: the operating system is the lasting part, and models are intelligence resources inside it.
PICTURE THIS
Something changes. Gunner automatically acts on it.
Choose a situation. See how the goal stays in place while a change reshuffles what happens next.
Just an exampleA restaurant, a casino and a basketball team. All three are imagined. None is a customer, a pilot or a deployment.
In real termsGunner keeps the goal in view, notices the change, and re-plans the work across its agents.
Swipe or tap a story to change the example
Selected story · A Saturday night at the restaurant
An imagined example, not a customer or deployment
The goal
What changes
What AI does next
Illustrations of what Gunner is designed to do.
A plan that cannot change when the world does is not much of a plan. Gunner re-plans while the work keeps going.
THE BIGGER IDEA
We learned to build on yesterday. Now AI can begin to do the same.
01 · HUMANS LEARNED
Humanity’s Cognitive Revolution—the leap in how we learned together—came from our ability to remember what happened, add context, and build on what we learned.
02 · WE BUILT RULES
As we became capable of doing more together, we built rules and independent checks to govern what we could do.
03 · AI IS LEARNING
We are entering AI's Cognitive Revolution—teaching AI to remember what happened, add context, and build on what it learns.
04 · HUMANS KEEP AUTHORITY
As AI becomes capable of doing more on our behalf, people stay in charge: they set the limits and decide what it is allowed to do.
The more AI can do, the more it matters that people stay in charge.
LOOK AROUND · OA SIGNALS
See what experts are saying about where AI is going.
From what an AI needs to remember to how it keeps going when things change, these voices help explain where AI is going and why it matters.
EMILY GLASSBERG SANDS · STRIPE · NATE B. JONESWhat must an AI remember?
What happens to permission and trust when AI becomes a buyer?
SATYA NADELLA · MICROSOFT · YAHOO FINANCEWhat changes after an action?
Microsoft describes supervising agents as they operate.
VLAD TENEV · ROBINHOOD · SOURCES WITH ALEX HEATHIt Won’t Go Rogue
Separate account. Approval by default. Autonomy by deliberate choice.
Source interviews, with OA’s reading of why they matter.
WHY NOW
Agents are the new customers. Institutions need to supervise at AI speed.
Visa, Mastercard, Stripe and others are building the rails for AI agents that pay. Each controls its own part. The institution still has to say what its AI may do across all of them.
WHAT COMES NEXT
Gunner operates. Okren supervises.
In plain terms: Gunner runs the AI’s work. Okren is separate software where a person checks every money move before it happens.
Just an exampleIn the restaurant picture, Gunner is the restaurant and Okren is the glass walls and the one window out, where a person sees every plate before it leaves.