Public sector and critical
Your agency’s AI.
On your ground, under your control. For government, cities and critical infrastructure, and defense only through cleared partners.

Where it runs
- Runs onYour own servers
- Closed networkTrained on your GPU
- Air-gappedPlanned
- About four weeks for a Test Lab, on your own data
- 4
- Stages, each ending in your decision
- 3
- To roll back; the release you left stays on record
- 60 s
- A site a month, no token bill, proposed
- $1,100
What we hear
“This work cannot leave our ground, and we must show who owns every version.”
The work you cannot hand to a foreign cloud. Today it gets generic AI, or none.
- Residents’ filesCases, permits and records.
- Network and plant dataEnergy, water and transport.
- Patient recordsHospital notes, letters and coding.
- Restricted materialSecurity work, through cleared partners.
The rules
What changes from 2026 to 2028.
- Today, 26 October 20262 August 2026Transparency duties apply.
- 2 December 2026New prohibitions apply.
- 2 August 2027National AI sandboxes are due.
- 2 December 2027High-risk duties for Annex III uses, among them critical infrastructure and essential public services.
- 2 August 2028High-risk duties for Annex I products.
EU AI Act as amended by Regulation (EU) 2026/1744, OJ 24 July 2026. Eigna is designed to support your compliance work, not to replace it.
The Formula, for you
Your work makes an open model yours.
- Base model
- An open model whose licence and origin you can check.
- Your work
- Your cases and files, approved by your experts.
- Your agency’s model
- Trained by us, owned by you, with a Model Deed.
The model is yours, with a signed Deed.
The FormulaHow your people use it
Every release on record.
Each version, its test result and who approved it. Your auditors can read it.
- 01ApproveYour experts decide what it learns.
- 02GateA new version must beat the current one on your sealed test.
- 03RecordEvery release, its result and its approver, kept.
Release 8
Learning from approved cases
LearningRelease 7
Passed the gate, approved by the owner
ReleasedRelease 6
A tie: current kept
HeldRelease 5
Rolled back in 60 s, kept on record
Rolled back
What you will ask
Five objections, answered plainly.
- 01
Data
This work cannot leave our ground.
With Eigna Local the data stays on your machines. On a closed network with your own GPU, training stays there too. An air-gapped profile is planned.
- 02
Team
We cannot build this ourselves.
You do not need to. We deliver with integrators and, for defense and security, only through cleared partners. Your side owns the task, the data and every release.
- 03
Quality and risk
We answer for every version.
A new version goes live only when it beats the current one on your sealed test. Roll back in 60 seconds; the release you left stays on record.
- 04
Cost
Budgets are fixed a year ahead.
A fixed running fee per site, no token bill. Proposed: Eigna Local $1,100 a site a month and $3,250 setup per site.
- 05
Oversight and audit
Oversight will ask who owns it.
A named owner, a Model Deed and a release record for every version. Designed to support your compliance work, not to replace it.

Where it runs, for you
On your ground: local, closed or air-gapped.
For the most sensitive work, the data and the model stay on your ground.
- Eigna Local
- On your machines or an Eigna Box. Data never leaves.
- Closed network
- Trained on your own GPU, so the data stays on your network.
- Air-gapped
- No outside connection at all. Planned.
Security and control you can check.
In the design
- Your keysDesigned
- Your data trains only your modelDesigned
- Release record and rollbackDesigned
- Signed installerDesigned
Planned
- Audit log of every requestPlanned
- Air-gapped profilePlanned
- Refusal training, with a red-team refusal rate at every updatePlanned
- Certifications, with a published planPlanned
In the design means part of the product design and our release method. Planned means not built yet.
Proof
Published, losses included.
17.8%
Our first training run cut forecast error 17.8% against its base model. It is not yet ahead of a simple last value baseline, and we publish that too.
Our first client: a forecasting model for trading. It shares founders with Eigna, said up front. Then a media agency, for image and video, and a web agency, for code.
How it grows
A programme in three stages, each ending in your decision.
- About four weeksTest LabOne task, your data. It ends with a report you keep.
- ThenPilotOne team, live on your ground. Every release on record.
- When you chooseRolloutMore teams, sites and tasks.
Durations are indicative until the first programmes run. We confirm the buying route with your procurement team: a direct Test Lab, an integrator’s framework, your association or a cleared partner.
Start
Start with one task, on your own ground.
About four weeks on your own data. If it does not beat your baseline, you keep the report.



