Sovereign Super Intelligence. Nothing leaves. Nothing is metered.
Genius is the core under VSI, Visual SI, VPOR SI, VPSA SI and VIW. Five guarantees, enforced in code, on hardware you own.
What runs today.
The documented foundation behind Talk to Genius. Local, multimodal, persistent.
- 01
Local inference
Served from your hardware. No per-token meter.
- 02
Text and vision
Documents, images and screenshots in one conversation.
- 03
Speech
Spoken conversation from the same local deployment.
- 04
Documents and research
Long material worked through with its sources kept.
- 05
Persistent jobs
Accounts, conversations and work that outlives the tab.
Yours, by construction.
Each guarantee names the mechanism that enforces it.
- 01
Your servers
Installed on hardware you control. Air-gapped if you want. There is no Visenious cloud.
Proof · The only outbound connections are the ones you configure.
- 02
Your models
Open-weight models on your GPUs through a local gateway. A hosted model is your contract and your key.
Proof · Provider keys live on your server.
- 03
Your data
Reads are read-only and inspected before they run. Egress to private addresses is denied by default.
Proof · Write intent in SQL is rejected by parsing the statement.
- 04
Your rules
Every mutating action becomes an intent packet and executes only after your approval or your written policy.
Proof · No code path from a model output to a write bypasses the gate.
- 05
Your record
An append-only log where each entry hashes the one before it. Alter a line and the chain breaks.
Proof · One command verifies the chain, offline.
Two directions. One shared foundation.
A public model that grows through contribution. Proprietary intelligence for business. Both build on the same base model and the same evaluated improvements.
- 01 / Public directionDirection
Open Genius
A model that grows through contribution.
A general-purpose, open-source Genius that researchers, developers and users around the world can inspect, evaluate, adapt and help develop.
- Each public release is a defined package: weights or adapters, code, documentation and evaluation assets.
- Contributions are reviewed against reproducible tests by accountable maintainers before adoption.
- Measured capabilities and known limitations are published with every version, compared to the one before.
- 02 / Main priorityPriority
Genius Business
Specialised intelligence. Useful business action.
The proprietary direction under VSI, Visual SI, VPOR SI, VPSA SI and VIW. Company knowledge, coordinated specialists and governed execution that progressively take over time-consuming work.
- Private specialisation on permitted company knowledge, terminology and procedures.
- Specialist agents with scoped tools, approvals and recovery at the point of action.
- An operational workspace where staff review evidence, approve proposals and handle exceptions.
The review gate between them
Improvements travel between the two directions only through explicit review: permission, reusability, evaluation, then a release decision. Company records, personal data, credentials and customer-specific adaptations stay private unless separately authorised for a defined use. Qualified public improvements strengthen the business product. Only approved, reusable learning flows back.
Autonomy grows through measured trust.
Genius takes on more work as a workflow proves reliable. Its authority is always defined by you, and by the consequence of the action.
- 01
Assist
Read permitted information, explain findings and prepare drafts for staff.
- 02
Execute reviewed work
Carry out exactly the approved change and confirm the result.
- 03
Operate within delegation
Handle recurring permitted tasks under explicit scope, limits and stop conditions.
Control follows the consequence of the action.
| Effect class | Example | Control |
|---|---|---|
| Read | Retrieve stock or policy information. | Access scope and query limits. |
| Draft | Prepare a reply, a record change or an order. | Kept apart from submission. |
| Reversible | Reserve stock with a supported release path. | Compensation tested and recorded. |
| Reversible with cost | Cancel a booking that carries a fee. | Cost exposed, approval rule applied. |
| Irreversible | Send an order, an external email or a payment. | Designated per-action approval. |
A restart or a timeout never becomes a duplicate business action. An uncertain outcome is reconciled before anything is retried.
Rented intelligence vs. owned.
Same models. Different owner.
| Property | Cloud AI | Visenious |
|---|---|---|
| Runs on | Their servers | Your servers |
| Your data | Uploaded and retained | Never leaves your network |
| Cost | Per token, per seat | The hardware. Nothing per question. |
| Models | Theirs, changed without notice | Yours. Open-weight or your contract. |
| Actions | Agent acts, you find out | Proposal, approval, then action |
| Learning | Your usage improves their model | Reviewed corrections, only with your permission |
| Audit | Their logs, on request | Your hash-chained log |
| Exit | Export what you can | It was always on your disk |
The marginal question is free.
On your own hardware the thousandth question costs what the first one did.
0€ / token
flat cost, your hardware
0bytes
leave your network
1bill
the server you already run
- Budget once for GPUs. Then let the whole organization ask.
- No usage spike, no surprise invoice.
- No per-seat pricing.
Lines we do not cross.
- No. 01
We never train on your data without your explicit authorisation. Your operations never become training data by default.
- No. 02
No telemetry. Nothing phones home.
- No. 03
No remote access unless you open the session.
- No. 04
Instructions hidden in documents or tool results cannot grant Genius new authority.
- No. 05
No model lock-in.
- No. 06
No silent updates.
Own the whole stack.
One email to scope the deployment.