Open or frontier · local or cloud
Proven AI-native business in a box
Orionfold lets you choose open or frontier AI models, local or cloud delivery, solo or multi-user operation, and optimize for cost or intelligence.
From AI sprawl to one clear flow
AI everywhere.
Control nowhere.
Sound familiar? Orionfold turns the scatter into one flow. Train your models in Arena, prove which one fits your job in Proof, then run it for real in Relay. You approve before it ships.
Today · scattered
- Chat tabs ad hoc prompts
- Loose scripts one-off glue
- Cloud tools external state
- Private files sensitive context
- No evals unclear quality
- Manual review slow approval
One clear flow
- Arena train models
- Proof prove the fit
- Relay run for real
One suite you own
- Arena Train + compare
- Proof Prove the fit
- Relay Run the work
Why teams trust it
Yours to own, run, and check.
Orionfold Relay
Now make the trusted AI do the real work.
Relay is the free and open engine for AI agents and client work. Run one board for every client, run it across local and cloud models, send every result through your approval, and watch each client's cost add up on its own. Install it with npm. A license unlocks the premium packs you own.
Managed customer operations
Relay Host
One Host. Ten managed Cells.
Run customer work through one Host while each customer keeps a complete, isolated Relay Cell.
$1,499/year
Arena Field Edition for DGX Spark
Get an AI team without hiring one, in the Spark you own.
One installer turns your NVIDIA DGX Spark into a private AI lab with an AI research teammate, and proves itself on first boot. The proof of what it unlocks: one builder, solo on this exact stack, shipped 14 tools, 6 models, 3 books, and 2 production sites. What you buy is the assembled, proven team, delivered turnkey.
The cheaper tokens get, the more you pay
The price of an AI token is falling fast. Company AI bills are going up anyway. Here is why, and what one desk on your own does about it.
Read the letterReceipts
Proof you can rerun.
Every starred claim has a frozen test you can run yourself. We never say "trust us." We say "rerun it."
AI Native Business
A book on running a business with AI agents (software helpers that do the work for you). Fourteen short chapters in four parts take you from the first idea to a working system. About a two hour read, open to all.
From the build log.
Keep the data. See the margin.
The AI you rent to run your client work can see your client work. So I built the opposite. Orionfold Relay is a free engine you run yourself, every result waits for your approval, and it shows you the real margin on each client. It launches on Product Hunt today.
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ProofThe fix that changed the leaderboard
I found two honesty bugs in my own product and fixed both the same day. Then I reran the three-way governance bench on the fixed code. A four-billion-parameter model on my laptop scored highest, the famous frontier model came last, and the cost column finally told the truth. Here is the whole receipt, bugs and all.
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ProofA 4B model scored 18 out of 21 on my laptop
A published governance benchmark, run on a four-billion-parameter model, on an Apple laptop, for nothing. It refused all nine trick questions, matched the big-iron baseline answer for answer, and missed the same three. Here is the whole receipt.
The depth behind the suite
Built on real shipped work.
Relay, Proof, and Arena stand on a body of open software, tuned models, and books, all shipped and all inspectable. This is the substance the suite runs on.
All of it runs through one path you own. Get Orionfold Relay →