How much does sovereign AI cost for a small business?

There are three costs. The hardware you own runs roughly $4,000 to $10,000 as a one-time purchase. The platform subscription starts at a flat $2,000 per month for a company under $10 million in revenue and scales with revenue above that, not with headcount. Onboarding to stand the system up is a one-time cost. The Pioneer Plan cuts the software and onboarding in half for founding customers through August 31, 2026.

Is there a per-token or per-usage charge?

No. You own the compute and storage, so the everyday work runs on your own hardware with no token meter and no per-task API bill. A frontier model is hired only for the rare job that genuinely needs one, which keeps that variable cost small and occasional.

Why is SOVR priced on revenue instead of per user?

Because the value scales at the level of the organization, not the seat. SOVR's impact grows across people and functions, so the price is tied to the size of the business rather than the number of logins. Per-seat pricing charges you more with every hire and, worse, those tools are built for individual productivity and cannot build intelligence across an organization at all.

What does the Pioneer Plan include?

Fifty percent off software and onboarding on a one-year contract, the option to extend the discount into year two, direct access to the founders, and a 30-day risk reduction that lets you cancel within 30 days for 50 percent off onboarding and return the hardware. It is available to founding customers through August 31, 2026.

What Sovereign AI Actually Costs a Small or Midsize Business

For Autarko, sovereign AI has three costs, and we put all three in writing. You buy the hardware you run it on. You subscribe to the platform monthly, priced to the size of your business rather than the number of people who use it. And you onboard, a short project to stand the system up. For a company under $10 million in revenue, the platform is $2,000 a month, the hardware is a few thousand dollars you own outright, and onboarding is a couple of weeks. Yes, getting started costs more than a monthly seat on one of the mainstream generative AI tools. What makes the combination worth it is not the first month. It is what happens over the next few years, as the cost of one part falls, the value of another compounds, and the per-seat tools you would have bought instead keep charging you more with every hire.

Autarko builds SOVR, a sovereign AI platform for small and midsize businesses. A lot of technology gets sold with the price hidden behind a booking link. We decided we would not do that. For a company being asked to own its intelligence, a clear price is the honest place to start. Here are the three costs, and why they add up in your favor over time.

Cost one: the hardware you own

Sovereign means the models run on hardware you control, so there is a machine to buy. Today that is roughly $4,000 to $10,000, depending on how much you run on it, and it should keep getting more affordable as the market matures. Apple started this category, NVIDIA and AMD have joined it, and as more options arrive the price of a capable machine keeps coming down. When we wrote at Proxigee that the Intelligence Estate got a street address, this is the hardware we meant.

What you are buying is your own compute and storage, and that matters in a way the cloud bill hides. There is no token meter running. When your team leans on the system all day and when the platform runs while you sleep, you are not watching an API counter tick up with every task. You are also not adding to the bill for every new team member. The everyday work runs on models on hardware you already paid for, inside your walls, at a cost you control. You own the box. It is an asset on your side of the boundary, not a rental that vanishes when a contract ends.

Cost two: the platform subscription

The hardware is the foundation. The platform is what runs on it. Your SOVR subscription is the whole platform, not a feature: the gateway that authenticates and connects your systems, the models, the security and role controls, the Institutional Memory, and the orchestration that coordinates all of it. You can see how the pieces fit together in what SOVR is made of. This is the monthly cost of maintaining your Intelligence Estate, and it is what turns a box in the corner into a system that knows your business.

We price it on the scale of your business, by revenue, not by the seat.

Under $10M in revenue: a flat $2,000 per month.
$10M to $100M: $208.33 per month per $1M of annual revenue.
$100M to $500M: $166.67 per month per $1M of revenue.
Over $500M: $145.83 per month per $1M of revenue.

You can run your own number on the pricing page.

The reason we price this way is the shape of the value. A per-seat tool assumes the value is individual: one person, one assistant, one login. SOVR creates value for individuals too, but that is the small part. The larger part shows up across people and functions. When what your salesperson decided is visible to the person who fulfills it. When a policy set once applies everywhere. When the memory of how you work belongs to the company instead of to whoever happened to be in the room. That impact scales at the level of the organization, so the price does too.

Now watch what per-seat pricing does as you grow. Say a per-seat assistant runs thirty dollars a month per person. At fifty people that is eighteen thousand dollars a year, at two hundred it is seventy-two thousand, and it climbs with every hire you make. SOVR's price does not move when you add a person. But the cost is the smaller half of the problem. Those tools are built as individual productivity, one person typing to one assistant. They were never designed to build intelligence across an organization. So as you grow, you are paying more per head for the version that cannot do the thing that actually compounds.

It is not merely the cost that is different but fundamentally what you are paying for. With SOVR, you are paying to institutionalize and maintain the intelligence of your business. The generative AI is a subset of that. With other solutions, little is left behind except the specific deliverable, and what happened along the way is hard to use once the session ends.

Cost three: onboarding

The third cost is getting the system stood up. Onboarding is three tasks: install SOVR on your hardware, ingest your business content into your Institutional Memory, and integrate the systems you already run. We walk through the whole sequence in how a small business starts with sovereign AI.

Over time, more of this becomes self-service, and it should. But a platform is only worth what you get out of it, and the fastest way to make a new system pay is to stand it up well the first time. So for now, Autarko provides onboarding as a service, to get your organization to real value as quickly as possible rather than leaving you to figure it out alone. It is a one-time cost, not a recurring one, and the Pioneer Plan cuts it in half.

How the three add up over time

Put the three together and look at them over a few years, which is the only honest way to compare an owned system to a rented one.

The hardware is a one-time asset, and its replacement cost falls as the market matures. The platform subscription is steady, but what it produces is not: your Intelligence Estate deepens every month, so you pay the same and get more. Onboarding is paid once, at the start. Meanwhile the alternative you did not buy, a growing stack of per-seat tools, costs more with every hire and still cannot build anything that belongs to you.

That is the case for owning it. Not that month one is cheaper, though for many companies it is. It is that the line going forward bends the right way. Your costs flatten or fall, your capability compounds, and the value you build stays on your side of the boundary. And through all of it the human-in-the-loop rule holds: SOVR recommends and prepares, people approve, the system records.

What the Pioneer Plan changes

The Pioneer Plan is our founding-customer offer, and it is built to lower your risk on a new vendor, not just to discount a price. It includes 50 percent off software and onboarding on a one-year contract, the option to extend that discount into year two, direct access to the founders, and a 30-day risk reduction: cancel within the first 30 days and you get 50 percent off onboarding services and return the hardware. It is open to a limited group of founding customers through August 31, 2026.

The fastest way to a real number for your business is to build a quote. It takes a couple of minutes.

Build your system. Tell us your revenue range and the roles you want, and we will prepare a quote with Pioneer Plan terms. Build Your System, or see the full pricing.