What is owned AI
Owned AInoun
AI that belongs to the company or the person that uses it, runs where they decide and keeps learning their work.
Eigna is owned AI for companies that want better results, a predictable cost and full control over their data, their models and where they run.
- Its opposite
- Rented AI
- Not the same as
- Local AI
- The proof
- Keeps learning. Released only when better.
The map
Who owns the model, and does it keep learning?
Owning the weights is no longer rare. A model you own that keeps learning your approved work, run for you, is.
Provider owns the model · Keeps learning after go-live
Rented, learns from you
The vendor keeps the model. Cursor and Fin train their own models on their users’ work. The loop exists; it trains someone else’s model.
You own the model · Keeps learning after go-live
Owned and keeps learning
Eigna
Every version tested, released only when better. Run as a service, for companies without an ML team.
Provider owns the model · Trained once, or never on your work
Rented and generic
- ChatGPT Enterprise
- Claude Enterprise
- Gemini Enterprise
- Microsoft Copilot
- Cohere North
You own the model · Trained once, or never on your work
Owned, trained once
- Mistral Forge
- Arcee AI
- Prem
- Fireworks AI
- Together AI
- Predibase, now Rubrik
- Ghost Core
- AI PCs and desk boxes
Owned, rented, local
Local is where AI runs. Owned is whose it is.
| Compared | Rented AI | Local AI | Owned AI |
|---|---|---|---|
| Whose model | The vendor’s | A stock model, the same for everyone | Yours, with a signed Model Deed |
| Learns your work | For the vendor | No | Yes, released only when better |
| Cost as use grows | Grows with use | Fixed, capped by the machine | Fixed, no token bill |
What owning solves
Data is one reason to own AI. It is not the only one.
Yours, better, plannable, free to move.
- ControlData stays in your hands.On your machines with Local, or in the region you choose with Hybrid and Cloud. It never trains anyone else’s model.
- QualityResults that fit your work.Trained and tested on your own files, language and rules. A new version goes live only when it beats the current one.
- EfficiencySized to the task.Small expert models for each job, close to where the work happens, instead of one giant model for everything.
- CostA cost you can plan.A fixed running cost instead of a bill per seat or per token. The more you use it, the cheaper each answer gets.
- RegulationEasier to explain.A signed Model Deed, a tested release record and a named owner for every model. Designed to support your compliance work.
- FreedomYours, wherever it runs.From your own machines to your own cloud, and back. Any open model, and no provider that can change, reprice or switch off your AI.
Use the frontier for broad work
Keep renting for office work. Own the model for the work that defines you.
Keep renting
- Email and office work
- Open questions and research
- Drafts anyone could write
Own the model
- The one task that defines your business
- On data you will not give away
- A model that learns it, and stays yours
- Points above GPT-4 for tuned open models on narrow tasks, on average across 31Predibase, LoRA Land, arXiv 2405.00732, 2024
- +10
- What the price per token fell to, while the bill more than doubledBain, September 2026
- 0.42×
The name
Eigna means what is yours.
From the Old Norse eign: property, what is yours. In Norwegian, eigna seg means to fit, to suit.
The Figure is the idea drawn: two plates, the base model and your work. Light passes only where both are open.
- Proto-Germanic*aiganąto have, to own
- Old Norse, verbeigato own
- Old Norse, nouneignproperty, possession
- Norwegian Nynorskeigna segto fit, to suit
- own · English
- eigen · German, Dutch
- egen · Swedish, Norwegian
- eign · Icelandic
- aigan · Gothic
- Said EYG-na.
Eigna
AI of your own.
An AI that is yours, made to fit your work.
Questions and answers
What is owned AI?
AI that belongs to the company or the person that uses it, runs where they decide and keeps learning their work. The weights, the data and the experts are yours, and a new version goes live only when it beats the current one.
How is owned AI different from local AI?
Local AI is a general model on your own machine, the same for everyone. It runs at home but does not learn your work. Local is where AI runs. Owned is whose it is, and whether it learns your work.
Should we stop using ChatGPT, Claude or Copilot?
No. Keep them for email and office work. For the core work, on data that cannot leave, a rented assistant is generic, priced per seat and changed on someone else’s schedule. Eigna takes that core work, and you own the result.
Can we leave with the weights?
Yes, and you should be able to. Clients stay for the next release.
Start
Find out if owned AI fits your work.
Two minutes, an honest answer, no email needed. Or talk it through with a founder.