Government and cities
Your city’s own AI.
Case triage, answers on local rules and summaries in many languages, on a model each city owns.
StatusReady to start
Building inspection, not the environment office: the site holds a permit 1. Reply in Portuguese with the permitted working hours 2.
- 1Routing rules for residents’ requests
- 2Building permit, site file
Illustrative
- Tasks to start with. A Test Lab takes one.
- 3
- Its Formula
- PLM
- To roll back to the last release, by design
- 60 s
- Eigna Local. Data never leaves.
- Local
The work that cannot leave
Case files and residents’ data cannot go to a foreign cloud. In every market report we checked, government and defense are the largest buyers of AI that must stay in the country, and cities rarely have the staff to build it.
- Case files
- Residents’ data
- Decisions and past answers
- Local rules and forms
Where it runs, for government
Eigna Local
Data never leaves.
On the city’s own servers or an Eigna Box in its building. Or Eigna Hybrid, in the region the city chooses.
Training runs on a GPU we rent in a region you approve: an encrypted snapshot goes there for each run and is deleted after it. Where nothing may leave your network, it runs on your own GPU.
The first expert
Three tasks to start with.
Decisions and answers approved by case officers. One shared Formula for many cities; each city owns its own model.
Request and case triage
Routes residents’ requests to the right office, in the language they were written in.
Building inspection, not the environment office: the site holds a permit 1. Reply in Portuguese with the permitted working hours 2.
- 1Routing rules for residents’ requests
- 2Building permit, site file
Learns from · Requests your case officers routed and answered.
Answers on local rules
Finds the regulation, the past decision and the form, with its source.
Yes, with a permit for the use of public ground 1. In the old town the tables must leave a clear path along the façade 2. The form is linked 3.
- 1Regulation on public ground
- 2Old town design rules
- 3Permit application form
Learns from · Answers your officers gave and signed off.
Summaries
Turns long case files into the summary a case officer needs, with every claim linked back.
Three points: the height, traffic on the side street and the loss of a tree 1. The height point repeats an objection the board decided last year 2.
- 1Objection letter
- 2Board decision on the earlier application
Learns from · Summaries your case officers approved.
The proof we will measure
A metric, a baseline and a sealed test, agreed before we start.
The target is set with you before the Test Lab starts. If the expert does not beat your baseline, you keep the report.
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.
Rules in plain words
What the rules ask, and what every release gives you.
- 01
Transparency
The EU AI Act’s transparency duties apply from 2 August 2026: people should know when they deal with AI.
- 02
Essential public services
Its high-risk duties for the uses in Annex III, among them access to essential public services, apply from 2 December 2027.
- 03
A record you can show
A named owner, a Model Deed and a release record for every version. Designed to support your compliance work, not to replace it.
Government and cities
One Formula for many cities.
Each city owns its own model, and it learns only from that city’s approved cases. No data moves between cities.
Government: questions and answers
Does one city’s data help another city’s model?
No data moves between cities. They share the Formula: the method, the tests and the graders for city work. Each city’s model learns only from its own approved cases.
Which languages does it handle?
The languages your residents write in, tested on your own past requests before release. Where it is unsure, it routes to a person.
How do we buy it?
Directly as a small Test Lab, through an integrator on a framework agreement, or together through your municipal association. We confirm the route with your procurement team.
Test Lab
Request a Test Lab for government.
One task, your data, a sealed setup, about four weeks. If the expert beats your baseline, the test set becomes your first release gate. If not, you keep the report.
- RouteIntegrators and municipal associations: one shared Formula, a model each member owns.
- Watch forProcurement takes time. Framework contracts and associations shorten it.
- ReplyWithin two working days, from a founder.
