01Products
Chat, Knowledge, Extract, Transcribe and Privacy Gate — each one a complete product, all designed to compose. The suite first; the customer systems we’ve built with it, second.
The suite
Five apps
Chat
InterfacePrivate chat. Configured exactly to your liking.
Knowledge
RetrievalYour documents, searchable in plain English — with citations.
Extract
IngestAny document, your schema, validated JSON.
Transcribe
IngestAudio in. Structured report out.
Privacy Gate
SafetySensitive prompts stay home. The rest goes to the best model.
03the app suite
Five live products — secure, team-ready, and fully traceable. We can host them for you or you can self-host. Select an app below to see how it works.
Private chat. Configured exactly to your liking.
A self-hosted chat platform that runs entirely in your own building. Designed to guarantee there is no leaking of data or sensitive information, making it the perfect choice for sensitive or regulated industries.
you
Compare quantum and classical encryption — one paragraph, plain English.
Auto
→ picked Llama
— all-rounder, runs on your GPUs
04how they combine
Each app ships as a stand-alone product. They also snap together — DelftGPT bundles Chat, Knowledge and Transcribe; Schuldhulpje runs on Extract, Knowledge and Chat. Click a customer build to see its recipe.
// bring a new problem — we compose a new app from the same parts.
our apps
composed into
05what we ended up building
Each one started as a one-line problem in a kick-off call and ended as a delivered system on the customer’s own hardware or our European cloud. For every build below: the brief in their own words, what’s inside it, the recipe of apps it composes, and where it’s hosted.
01·Government · on-prem·01/04
Municipality of Delft
Fully on-prem AI, hosted inside the municipality.
DelftGPT is the City of Delft’s private AI platform — a multi-model chat interface, search across the municipality’s own document archives, and in-house transcription, all running on hardware in Delft’s own building. Default-deny egress at the network layer means no prompt, document or transcript ever leaves the perimeter. Composed from Chat, Knowledge and Transcribe.
what’s inside
Government · on-prem
Municipality of Delft
We need our public servants to use AI safely — without anything ever leaving the building.
— the brief from Municipality of Delft
recipe
02·Civic · joint venture·02/04
Joint venture · Dutch municipalities
From an unopened pile of letters to a clear path out of debt.
An anonymous debt-help platform for residents, debt counsellors and volunteers. Residents photograph or upload any letter — collection notice, energy bill, tax demand — and get the creditor, amount and reference extracted instantly. A visual dashboard turns numbers into a payoff plan; a built-in AI assistant drafts formal emails to creditors or the Tax Authority on request. Composed from Extract and Chat, hosted on Arkintel’s EU cloud so smaller municipalities don’t have to operate anything themselves.
what’s inside
Civic · joint venture
Joint venture · Dutch municipalities
Asking for help with debt is hard, and our waiting list is long. We need a low-threshold, anonymous tool residents can start with today.
— the brief from Joint venture · Dutch municipalities
03·Government · civic tech·03/04
City of Rotterdam
Get your subsidy application checked before you submit it.
A pre-submit review tool built with the City of Rotterdam. Residents upload the subsidy application they’re about to send to the city; the AI reads every page, checks each required field is filled in, and flags problems back in plain language — “you forgot your phone number,” “the amount on page 2 doesn’t match the total on page 4.” Residents fix the application and submit a clean one, instead of waiting weeks for a rejection. Composed from Extract, running self-hosted inside Rotterdam’s own tenancy.
what’s inside
Government · civic tech
City of Rotterdam
Too many subsidy applications arrive incomplete. Build something residents can check before they submit — so we stop wasting time on bounces.
— the brief from City of Rotterdam
recipe
04·EdTech · spin-out·04/04
JustAskMomo · TU Delft origin
An AI tutor for every course — not the open internet.
Each course gets its own AI assistant, grounded only in that course’s lectures, readings and past exams — so students get answers that match what they’re actually being taught, with a paper trail back to the source. Educators control what each assistant can see; students get a single dashboard for every class. Began inside TU Delft and is now rolling out across universities, IGCSE, A Level and AP schools. Composed from Chat, Knowledge and Extract, on Arkintel’s EU cloud.
what’s inside
EdTech · spin-out
JustAskMomo · TU Delft origin
Every course is different. We need an AI tutor that knows this class’s lectures, readings and exams — not the internet.
— the brief from JustAskMomo · TU Delft origin
// taking it further
Need it on your own hardware?How self-hosted deployments work
Are you in a regulated industry?See the regulated industries page
06where to next
The apps work in three deployment shapes. Pick yours, and we'll show you how the same software fits.
custom build
The suite covers the most common shapes — ingest, retrieval, routing, audio, chat. When the shape is something else, we design and ship it from scratch, on the same sovereign foundation. DelftGPT, Schuldhulpje, the Rotterdam Subsidy Checker and JustAskMomo all started as a one-line problem in a kick-off call.