Artificial intelligence for business in Turkestan
Which tasks it closes, what adoption involves and where the payback line runs.
We work with companies in Turkestan remotely: discussion and demos over video, electronic documents, nobody has to travel. Everyone talks about AI, which makes it hard to tell what applies to your company next month and what stays a slide. We go task by task: where it already earns money, where it does not yet, and what to start with.
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Что входит в работу
Task first, model second
We count where time is lost, then pick the tool. The reverse order produces a demo at a meeting and nothing else.
A pilot on real data
Three to six weeks with a criterion agreed before the start. Falls short — you see it on a small sum.
We decide where data lives up front
Some tasks run on a model on your own server, so data never leaves your perimeter. For cloud models we agree exactly what is sent.
Load and cost per request
Language models are priced by volume. We calculate that on your real traffic, not on a demo.
We say when AI is not needed
Some tasks are solved by ordinary automation more cheaply. That answer reduces our invoice, and we still give it.
Integrated with what you run
1C, CRM, telephony, messengers. Without access to your data AI answers in generalities.
How we work with companies in Turkestan
Everything runs remotely: the task is reviewed and the work demonstrated over video, correspondence in messengers, contract and closing documents electronic, payment by bank transfer or Kaspi.
The estimate is given before the start, not after the fact: it is visible what has to be done now and what can wait for the next stage.
Timelines and warranty are fixed in the contract. Clients from other cities are served on exactly the same terms as those in Almaty.
What AI closes in practice
Customer conversations: first line in WhatsApp, Telegram, Instagram and on the site. Routine closes without a person, complex goes to a manager with history.
Documents: recognising invoices, waybills and ID cards with data landing in the accounting system — manual entry disappears along with its typos.
Internal knowledge: an assistant answers staff from your regulations and price lists, so a new hire stops interrupting an experienced one.
Sales: lead qualification, call transcription, analysis of why deals were lost.
Video analytics: queues, shelf layout, safety, smoke and fire — using cameras you already have.
Where it does not pay off yet
Tasks with rare data: a model learns from examples, and twenty cases a year is nothing to learn from.
Places where an error is expensive: trivial in a prompt to a manager, not trivial in an automatic decision about money.
Fixing your data: AI will not bring order to a messy catalogue, it will faithfully learn the mess.
Adoption without a specific task ends as a demo and is forgotten within a month.
What is decided at design time
Where the model lives: your server, a provider cloud or a hybrid. This drives both cost and what happens to your data.
How running cost is calculated: language models are priced by volume, and at scale that is a visible line.
What the system does when the model is slow or unavailable: a queue, a fallback path, or straight to a human.
How answer quality is measured and who checks it after launch.
Как запускаем
- Discovery. Where time is lost today and what of that AI can close.
- Pilot. One task, your data, a success criterion in numbers.
- Review. We look at the result and decide: expand, refine or stop.
- Adoption. Integration with 1C, CRM and messengers, staff training.
- Support. Retraining on real conversations and quality control.
Частые вопросы
Do you work with companies in Turkestan?
Yes, remotely across Kazakhstan: discussion over video, electronic documents, payment by bank transfer or Kaspi. Nobody has to travel.
How much does AI adoption cost?
The first task is from ₸500,000 and takes 3-6 weeks. That is a pilot on your own data with a measurable criterion.
Which task should we start with?
The one where time is demonstrably lost and the result can be measured. Usually customer conversations or manual document entry.
Does our data go to third-party services?
It depends. Some tasks run on a model on your own server, so data never leaves your perimeter. For cloud models we agree what is transmitted.
What does it cost to run after launch?
Language models are priced by volume of conversations. We calculate that on your real traffic before the start.
What if we do not need AI?
That happens, and we say so plainly. Some tasks are solved by ordinary automation more cheaply and more reliably.
Other development services
Other cities
We work remotely across Kazakhstan — nobody has to travel.
Discuss your task
Tell us where time is being lost — we will suggest which task to pilot first.