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An open-source AI business.

Open weights you run yourself, on compute you own, producing outputs that are yours to sell. No proprietary API in the critical path, no markup skimming your margin. A business you actually own — not a reseller account.

The case

Closed AI makes you a reseller; open AI makes you an owner

Build on a closed API and you're effectively reselling someone else's model at their price — your margin is whatever they leave you, and your business exists at their discretion. Build on open weights running on your own compute and the model is a tool you own, the margin is yours, and no vendor sits between you and your customers. That's the difference between renting a storefront and owning the building.

What makes it ownable

Open-weight engine

The models powering your product are open weights — runnable, inspectable, and yours to keep, not a license that can be pulled.

Your own compute

The engine runs on your Modal, so your costs are compute at cost — not a per-call markup that grows with every customer you serve.

Your margin

No middleman skim on each generation means the spread between what you charge and what you pay stays yours.

Your data moat

Your customers' data lives in your own database — a real asset that compounds, not something pooled into a vendor's platform.

Your outputs to sell

Everything produced is yours, free to package, price and sell however you choose.

Repeatable

The same owned stack stands up business after business — your build, your accounts, every time.

Open-source business vs. API reseller

The modelOpen weights you ownLicensed access you rent
Your costCompute, at costMarkup per generation
Your marginYours to keepWhatever's left over
Your dataYour assetTheir platform
Your businessYou own itExists at their will

Questions about ownership

What makes this an open-source AI business?

The models in the production path are open weights running on infrastructure you own. You're not licensing access to a closed model — you're operating a stack you control end to end.

How does open source help my margin?

No per-generation API markup. You pay your own compute at cost, so the spread between your price and your cost stays with you instead of a vendor.

Do I own the customer data and outputs?

Yes. Customer data lives in your own database and the outputs are yours — both real, sellable assets that belong to your business.

Is the whole thing open source?

The production models are open weights on your compute. The platform's intelligence and governance layer is proprietary and runs on our side — it directs the work; your owned stack does the work.

Own it, don’t rent it.

Your compute. Your data. Your outputs.

See how the Business Builder works →