Support
Can open
- Care plans
- Booking rules
- 2 outside this role’s access
Nothing this role can open answers that.
Behind the answer2 of 4 documents searched. The document that answers it is outside this role’s access, so it was never searched.
Private AI
Confidential material usually comes with rules: who may read it, where it may be processed, what happens when an answer is wrong. We look at those conditions first, then tell you what’s worth building, or whether anything is.
Where this starts
Most work needs none of them. When one is true, the ordinary answer stops fitting and the question turns into an investigation.

The answers live in material you aren’t free to upload: signed client work, personnel records, medical or financial files, contracts with confidentiality terms.
What we do firstList what the material actually is, which parts each role may read, and who in your company decides that.

The work has its own vocabulary, its own format, or a way of being right that a general model can’t infer from the words alone. It gets close and stops there.
What we do firstLook for examples of the finished result, enough of them, and a way to tell a good answer from one that’s nearly right.

A contract, a regulator or one of your own clients has written down where this data may be processed, and by whom.
What we do firstRead the constraint as it’s written and work out which arrangements satisfy it, including the ones that cost less than you expect.
If none of this is true of your work, an assistant on the tools you already use, or an agent doing one job, is usually faster and cheaper. AI Integration AI Agents
Built by Version2
Four of our own documents and three roles with different access to them. A document a role may not open is removed before the search runs, so nothing in it reaches the answer, not even its wording. Put your own documents and your own roles in place of ours.
Question
Can open
Nothing this role can open answers that.
Behind the answer2 of 4 documents searched. The document that answers it is outside this role’s access, so it was never searched.
Can open
A quote up to €800 is paid in full. Above that a 20% deposit reserves the work, never less than €200, and the quote stands for fourteen days.
A quote up to €800 is paid in full. Above that, a 20% deposit reserves the work, and never less than €200. A quote stands for fourteen days.
Behind the answer3 of 4 documents searched.
Can open
A quote up to €800 is paid in full. Above that a 20% deposit reserves the work, never less than €200, and the quote stands for fourteen days.
A quote up to €800 is paid in full. Above that, a 20% deposit reserves the work, and never less than €200. A quote stands for fourteen days.
Behind the answer2 of 4 documents searched.
A build works the same way on your own documents, with the roles and access rules your company already has.
How much is due before a project starts?
The approaches
Most projects need one of them, some need two, and the third is usually set for you by a contract or a regulator.
01Retrieval over approved documents
The system searches only the documents you have approved, and answers with the passage it used.
The knowledge is already written down and it changes often.
Documents that are out of date or contradict each other. An answer is only as current as its source.
02Adapting a model
A model is trained further on your own examples so it follows your format or your vocabulary.
You have enough good examples of the finished result, and the task repeats.
Facts that change. An adapted model still has to be checked against a source, and you need test material that shows it improved.
03Where it runs
With a model provider under agreed terms, in a private cloud, or on hardware you control.
A contract, a regulator or the sensitivity of the material limits where it may be processed.
Accuracy. Where it runs decides who can reach the material and leaves the answers exactly as good as they were.
The build
Five parts, in the order they get built. The first three decide whether the thing can be trusted, and all three sit outside the model.
The material is read where it already lives, with the same login and permissions a person has.
Documents are indexed so every answer names the passage it came from.
A role that may not see a figure gets a tool that never returns it, so the model can’t leak what it was never given.
Real past work with the right answer already known. A change doesn’t ship if the score drops.
Where it runs, who can pause it and what the log shows, handed over in your name.
A build takes8–14 weeksafter a discovery
One we built
The company agent for Tramontana Gastro runs on a dedicated server in Germany and reaches its model through an EU-region endpoint under a data processing agreement, with their data excluded from training. Its evaluation sets were built during the discovery week: 612 past orders, 180 supplier invoices and 90 complaints, each answer checked by the person who owns that work. Discovery to handover took twelve weeks.
How that agent worksWhere it starts
We talk to the people who do the work, check the material and its access rules, and compare the approaches against your task.
What the week is
A recommendation against building is a valid result, and the most useful one when it’s true.
What it costs
€490
per project, fixedOne week
Credited against an AI build that follows.
from €9,800
per project8–14 weeks
Scoped from the discovery’s recommendation.
Written recommendationOne week
What moves a build price: how much material there is and what state it is in, how many roles and rules the access needs, how many systems it has to reach, and how much checking the work has to survive before it can run on its own.
Calculate your priceThe limits
If the answer lives only in someone’s head, or three documents disagree and nobody has said which one wins, there’s nothing for the system to be right about. Writing it down is the work, and it’s yours. A discovery usually finds several of these.
If your company can’t say who may see what, we can’t encode it. That decision comes before any build, and it’s often the part that takes longest.
Your process owner decides what a correct answer looks like and what has to be approved before it leaves the company. We define the access rules, the test cases and what happens at the edges. Both are decisions people make.
Questions
That depends on the arrangement, and the engagement names it: which provider or which infrastructure, where the processing happens, under which terms. Keeping everything on hardware you control is possible, and it costs more and takes longer. We say which one your work actually needs.
Yes, when the work needs it. It means hardware sized for the model, a model small enough to run on it, someone patching that machine, and a running cost you carry whether or not anyone asks a question that day. The discovery prices it beside the alternatives so the choice is made on numbers.
Answers come from your documents and name the passage they came from, which removes the invented-fact case. It doesn’t remove a document that’s wrong, one that’s out of date, or a question your material doesn’t answer. That’s what the evaluation cases are for.
Before the discovery, we don’t. That’s what the week is for: your real material, drafted evaluation cases, and a written answer with the reasons in it.
You have a written recommendation with the reasons, the evaluation cases we drafted, and the access questions written down. The €490 is credited against an AI build, so if nothing is built it stays spent. That’s the honest arrangement, and it costs you a week.
No. We choose providers whose terms exclude training on your data, and the exclusion is written into your agreement.
You do. The code, the data and the accounts are handed over in your name at the end, and you can take them elsewhere.
Often, yes, and that’s a good outcome. If the material is already public, or the access rules are simple, an assistant on the tools you use is a smaller job. The discovery is also the place to find that out.
Let’s talk
Tell us what the material is and who isn’t allowed to see it. We’ll tell you whether a discovery is the right first step, and if it isn’t, we’ll say so.