Built or live? The five status words AI Otel uses

AI Otel labels every part of its ecosystem with one of five status words: Live, Built, In development, Architected and Roadmap. Live means operating today with paying customers. Built means working software ahead of launch. In development means being written. Architected means designed. Roadmap means planned.

A vendor says the software works. A hotelier hears that other hotels already run on it. Between those two sentences sits one of the most expensive misunderstandings in hotel technology buying. This article gives you the vocabulary to close that gap: five status words, what each one means, what evidence moves an item from one word to the next, and the questions to put to any vendor, not only this one.

Why is "it works in a demo" not the same as "customers use it"?#

Because a demo proves the software runs, and says nothing about who depends on it. The distance between those two facts is where most purchasing mistakes are made.

Three separate questions hide inside the phrase "it works". Does the software run? Has it run inside a real property's operations? Does a paying customer rely on it? A vendor can answer yes to the first and no to the other two, and still be telling the truth.

A demo environment runs on prepared data. A hotel runs on a real night: a walk-in at 02:00, a group arriving early, a bill that has to close before the guest leaves for the airport. For a hotel, the cost of confusing the two is a season. A system that fails at the front desk costs the guest's trust, not the vendor's. For an institution or an investor, the cost is a due-diligence failure: a claim that cannot be evidenced in writing when someone asks for the evidence.

Vendors are rarely lying. Words like live, launched and in use have no shared definition, so each side supplies its own, and the two definitions never meet. The fix is cheap and takes one question: which status word applies, and what evidence would change it. A word with a definition can be checked. A demo can only be watched.

What are the five status words AI Otel uses?#

Five words, each with a ceiling and a floor: Live, Built, In development, Architected and Roadmap, with Turkish forms Faaliyette, Geliştirildi, Geliştiriliyor, Tasarlandı and Yol haritasında.

Live (Faaliyette) means operating today, with paying customers. It describes a business that takes money for a service now, not a product that has shipped. Built (Geliştirildi) means working software, ahead of launch, not in customers' hands. Two sub-labels refine it: "Built with seed data" means it works and holds demonstration data with no counterparty connected, and "Built, demo" means it runs in a public demo environment on a fictional property.

In development (Geliştiriliyor) means being written now. Something exists in code, and it is not yet a finished capability. Architected (Tasarlandı) means designed: decisions are made and written down, and no working software exists. Roadmap (Yol haritasında) means planned: the direction is named and no design is committed.

The rule that holds the system together is that a component may be shortened, never strengthened. Each word is a ceiling on what may be claimed, not a floor a writer may raise for effect. Note also that the words are ordered by cost, not by effort. Writing code takes time; going live takes credentials, support and a customer willing to depend on you.

Which parts of AI Otel are Live?#

Only OtelCiro. OtelCiro, the ecosystem's hotel growth and consultancy arm, works with paying hotel clients today.

OtelCiro is a services business: growth and consultancy work with hotel clients. It is not AI Otel software installed in a hotel, and its client list is not a software reference list. The distinction matters because the two facts are easy to add and impossible to untangle afterwards. A paying consultancy client and a hotel running software are different facts with different evidence.

TRBNB, the sales and distribution arm, is in development. That is its role line and nothing more: there is no product detail to report. Nothing else in the ecosystem carries the word Live. The hotel operating system is built and working, ahead of launch, which is a different sentence with a different meaning.

Read the word carefully wherever you meet it: Live describes a business taking money for a service today, not a product status. If a vendor's page uses live for both, ask which one they mean. The answer usually separates a services company from a software company.

Which parts are Built, and what does Built mean here?#

Built means working software that runs and has been tested, ahead of launch and not yet in customers' hands. Most of the ecosystem sits at this word, and this is the honest center of any AI Otel product status review.

The hotel operating system is built and working, ahead of launch: reservations, front desk, housekeeping, billing, restaurant sales, reports and compliance in one place, with 400+ database tables, 150+ built-in reports and 5 languages (June 2026). OtelCiro works with paying hotel clients today. The guest app is built: every hotel gets its own guest app, installed from the browser with no app store, and an accepted offer goes straight onto the guest's bill.

Compliance is built into the core: KBS (the guest identity notification), KVKK (Türkiye's personal data protection law), e-Fatura and e-Arşiv (electronic invoice). E-invoices wait for a person's review before sending. The integrations are built and fixture-tested; going live needs the authority and integrator credentials. The PMS assistant is built: it answers questions about a hotel's own property in plain language, carries out routine actions, and a person confirms anything sensitive, across 207 actions in three safety tiers (June 2026). The reasoning behind that safety layer is explained in why the safety layer was built before choosing a model.

The distribution hub is built with seed data: hotels publish contracted rates to travel agencies on their own terms and every quote shows its working, but no agency is connected yet. AI Otel Core and the decision record are built and run in a public demo environment on a fictional hotel, where an AI assistant can find, hold and book a room within limits the hotel sets. Booking sites are built and in pre-production testing: availability and rates flow to the major OTAs through the Channex integration.

What do In development, Architected and Roadmap cover?#

The parts that are not yet software: one arm being built, two brains designed, and one hosting plan that has not started.

In development covers TRBNB, the sales and distribution arm, with a role line only. The Hotel Brain, which is meant to understand a single property, is architected and entering training. We have no trained model yet; today the PMS assistant answers from each hotel's own data. The Platform Brain is designed to learn patterns across the network, with privacy thresholds so that no single hotel can be identified. The ÖKC (yazar kasa) fiscal device connection is designed outlet by outlet.

On the roadmap sit the Industry Brain and moving hosting and AI processing into Türkiye. Until that move is done, we do not claim it. A 30-case benchmark with 5 traps is built and not yet run; it exists to decide which models can serve each layer, and results will be published when measured. The wider purpose these pieces serve is described in what the Tourism Brain of Türkiye is meant to be.

The order of the words is a warning system for readers. Architected is the one most often read as Built, and it is the one that most deserves a second question.

What evidence moves an item up one word?#

Each step has its own evidence, and none of it is a date. A status word changes when the evidence exists, not when a calendar says so.

Architected to Built takes working code that runs on real inputs, not a design document. The design is the cheap half. In development to Built takes a capability that works end to end and survives testing on inputs it was not written against.

Built to Live takes a paying customer running real operations through the software, support in place, and the first month closed without a workaround. For compliance integrations, it takes the authority and integrator credentials, then a live filing the authority accepts. Until then, built and fixture-tested is the honest ceiling. For the brains, it takes a measured benchmark, published results, and a model chosen by measurement rather than reputation, the approach described in how models are chosen by measured evaluation. Roadmap to Architected takes a written design that names its trade-offs, including what it will not do.

The test for a buyer is simple: ask what evidence would move this item up one word, and ask to see the evidence for the word it carries now.

What are technology readiness levels, and where does AI Otel sit?#

Technology readiness levels are a nine-step scale for how mature a technology is. AI Otel assigns no level to any component, and says so.

The European Commission's Horizon 2020 definitions (opens in a new tab) start at TRL 1, basic principles observed, and end at TRL 9, an actual system proven in an operational environment. TRL 6 is technology demonstrated in a relevant environment; TRL 7 is a system prototype demonstration in an operational environment (European Commission, Horizon 2020 Work Programme 2014-2015, General Annexes G). NASA (opens in a new tab) describes the same nine-level scale as a measurement system used to assess the maturity level of a particular technology, with TRL 1 the lowest and TRL 9 the highest; a TRL 6 technology has a fully functional prototype or representational model (NASA, Technology Readiness Levels, updated 25 June 2026). In Turkish the term is Teknoloji Hazırlık Seviyesi.

Why no number is assigned here: a level is a judgment about one technology against one defined environment, and different components of an ecosystem would sit at different levels. A single number would invite a precision the evidence does not support.

The useful part for a buyer is the shape of the scale, not the number: prototype, relevant environment, operational environment, proven in operation. Those four phrases ask four different questions. Put them to any vendor.

What to do next#

Ask for the status word, then ask what evidence would move it up one word. The five words are not marketing language; they are a written limit on what a vendor is willing to be held to, and the limit is the useful part. Institutions, investors and hotel owners who want the full AI Otel product status list in one place can request a briefing at https://ai-otel.com/contact.