Documents
Upload a contract or a spreadsheet, ask, and get back a real Word, Excel or PowerPoint file that opens without repair.
We run Egen. Our own AI, our own servers, our own data.
Egen is Swedish for our own. It is the company AI your whole team uses for documents, meetings and your own systems, running in a Swedish data centre, so no US company and no US court can reach your data.
What Egen does
Three things, for the whole company.
Meetings
Upload the recording after the meeting. You get a transcript, notes and action points, in Swedish or English.
Your systems
Ask about what is in your Jira, Confluence, GitHub, Slack, Google Workspace or Microsoft 365. It reads only what you are already allowed to see.
Who it is for
Firms that hold
Firms that hold
other people's secrets.
A law firm or an accounting firm cannot paste client material into a US chatbot and explain it later. Egen gives them the same kind of tool, on servers in Sweden, with a log of every access.
Law firms
Client material falls under legal professional privilege. Egen checks an agreement against your own template, lists the deviations and hands back a Word file your lawyers can edit.
Nothing is trained on the material, and every access is logged per user.
Egen for law firms →
Accounting and audit firms
Client books come with a duty of confidentiality. Egen reads a year-end workbook and returns the month-end report as a real Excel file, with the formulas still live.
When the auditor asks where the data is, the answer is a building in Sweden.
Egen for accounting firms →
Why sovereignty
Convenience is rented. Control is built.
The easy path routes your most valuable asset, your data and the models trained on it, through infrastructure and APIs you don't own. Quince builds the other path.
The default
Rented intelligence
- Data and prompts leave your perimeter to third-party clouds and model APIs.
- Pricing, rate limits, and model behaviour change underneath you.
- Compliance depends on a vendor's terms you can't fully audit.
- Switching provider means rebuilding. The lock-in is the product.
The Quince way
Sovereign intelligence
- Models run in Sweden on servers we operate, or on hardware you own.
- An open-weight stack you can inspect, fine-tune, and keep running indefinitely.
- Compliance designed in: GDPR and the EU AI Act as architecture, not afterthought.
- Portable by default: no single provider you can't walk away from.
Or have us build it
Need something built?
Need something built?
We do that too.
Before Egen, we built production machine learning for industry and the public sector, and we still do. We build the system and hand it over, put an engineer inside your team, or set up a private assistant on hardware you own. Either way, you keep the source and can run it without us.
Services
We build the system and run it until your team can. Production builds on infrastructure you control, then ML Ops on a retainer designed to shrink.
Read more →MLOps & Data Engineering Consultants
A Quince engineer inside your team, by the hour, by the month, or for a fixed scope. Pipelines, model serving, monitoring, and the move off providers you cannot afford to depend on.
Read more →Private AI on your hardware
An open-weight assistant with your own documents behind it, set up on servers you own or on a single device, for when the material may not leave the building.
Read more →
Trusted by
Wargön InnovationCircular economy
ItmotiveConsulting
Braha ITConsulting
On-prem & edge capable
EU jurisdiction & data residency
No vendor lock-in
Every engagement ends in a system your team runs
Open-weight models, nothing behind someone else's API
How we build,
documented.
We're a young studio. As client projects close, they appear here as named case studies with verified numbers. Until then, our work notes show exactly how we think and build.
MQ Flow: heating and ventilation that learns each room
The AI HVAC system we build with our partner Mifimi: a physics model of comfort, learning per room, and the cheapest levers first. Now going into a faculty building in Belgrade.
Sorting used textiles with AI, NIR, and a recycling framework
A circular economy project with Wargön Innovation, funded by Vinnova: image recognition and near infrared spectroscopy fused into an automated sorting process.
Building Qonverge, our AI talent matching platform
The talent matching platform we built for ourselves and now run as a product, in production at Itmotive and Braha IT. What we built, and where we stopped the AI.
Nordic engineering,
applied to your data.
Quince AI is a machine-learning studio in Gothenburg, on Sweden's west coast, a region that quietly built automotive, manufacturing, and deep-tech engineering that had to work for decades. We bring the same discipline to AI: rigorous, dependable, and built to last.
Start the conversation
See Egen on a file of your own.
Thirty minutes with an engineer. Tell us how many people and what is in the material, and we name the level and the price. If you need something built instead, the same call covers that.