References
Our own products. Our own platform.
Every claim on this site gets tested the same way: we build real, public products on ATAILA and run them in production. These are not demos or slides — you can open each one right now. You imagine it. We take it to production — and we took our own there first.
Newest reference · live
okoskollega — the smart colleague who lives on your side of the wall
ATAILA's own support desk has run on it since June 2026. Today we are announcing it as a product: okoskollega, an AI helpdesk and operations colleague for Hungarian companies that work with many tickets. Kolli takes the request, files a complete ticket, prepares the decision, and does the work once a person says yes. Speech recognition, voice, the language model and the ticket system run on your hardware or ours in Hungary. No external AI provider sees a word of it.
A customer's engineers, and their AI coding agent, file tickets into the same desk today. The human gate is the product. Kolli prepares, a person decides.
ATAILA Factory
Provisioned the site's landing zone on our Kubernetes platform from one manifest: four environments, DNS, certificates, registry, secrets and the network rules around them.
ATAILA Studio
From a written brief to a live, bilingual, 32-page site in two days, built by AI agents across the four environments. Every release since has been approved by a person before it reached production.
ATAILA Cloud
The colleague itself runs on our own GPUs in Hungary: Hungarian speech recognition, a Hungarian voice, the language model and the knowledge base, with a written SLA.
Honestly labelled, as always: today Kolli takes requests by email and on the web; the phone line and the mobile app with a built-in voice assistant are on the roadmap, and the site says so. Kolli never acts without a person's approval.
Live product
OpenChem — a “fork” in a day, from OpenChef
A bilingual collection of classic chemistry demonstrations that went from idea to a live site in hours by reusing OpenChef, our AI kitchen. Strictly speaking it is not even a fork: one codebase, one container image, and a brand toggle decides which site is served. We wrote only the delta — the brand profile, the chemistry vocabulary, the age and safety labels, the legal text and ten experiments in two languages. That is the marginal cost of a second product on the platform.
- One codebase, one container image — a brand toggle, not a branch
- From idea to production in hours, not weeks
- Honestly labelled: AI-assembled classic demonstrations, AI-generated illustrations, not expert-reviewed
- No public AI service touched; nothing left our own racks
Live product
nextpost — the reader decides what gets written next
A live, public queue readers vote on to decide which article gets written next — and the votes rewrite the running order. The front page shows eight weeks ahead: what is coming, when, and on which blog. This is our first reference that is not a content site but a full application: its own database, LinkedIn sign-in for voters, ATAILA SSO for the admin, and an admin portal where the most-requested topics are scheduled onto the coming weeks. It drives two live blogs in production.
- Public queue with votes authenticated by LinkedIn sign-in
- Eight-week public content calendar — rewritten by the votes
- Admin portal: approval, weekly scheduling, full vote audit trail
- One queue, two live blogs: cloudmigration.blog and privateai.blog
- A boxed product — handed to anyone who publishes regularly
Live product
OpenMath — practice math, beat the clock
A live math-practice platform for primary-school kids: timed quizzes with instant grading, badges, streaks and real-time multiplayer races — fully bilingual in Hungarian and English. The application was programmed by ATAILA Coder, our on-prem agentic coding fleet, and the practice content was written by a language model on our own servers. It is the first product the ATAILA platform ever provisioned end to end.
- 24 quiz types across 6 topics, aligned with the primary-school curriculum
- Real-time multiplayer — a lobby, a 3-2-1 countdown, a podium at the finish
- Fully bilingual: Hungarian and English
- Built by ATAILA Coder on our own GPUs — no public AI service touched
- 4 real environments; new platform capabilities go live here first
Live product
OpenChef — an AI kitchen, honestly labelled
A live recipe showcase where everything is generated: the application by ATAILA Coder, every recipe by a language model on our own servers, and every image by a dedicated image-generation AI node — not a single dish ever existed. Nothing touched a public AI service and no data left our racks. The site says all of that up front, because a reference project that fibs about small things is worthless as a reference.
- 100% AI-generated: code, recipes and images
- Every image from a dedicated image-generation AI node — zero photographs
- No public AI service touched; nothing left our own hardware
- Server-side rendered, bilingual (Hungarian first)
The open*.hu family
OpenMath, OpenChef and now OpenChem are the live members of the open*.hu family — focused public products, each provisioned by the same manifest-driven flow and running the same private AI. OpenChem is the one that shows what the family is really for: once the platform holds the first product, the second costs hours. opencoach (coaching) is next. Each one exists to prove the same claim on a live product before any customer has to take it on trust.