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Telegram bot development and AI automation

Telegram is where companies in Uzbekistan already work every day. It is a practical place to take in requests, get decisions approved and push data to staff — without asking anyone to learn a new interface.

Budget
от 4 500 000 сум · ≈ $380
Timeline
1–2 недели

A guide to the order of magnitude, not a fixed price. The dollar figure is approximate, at the current exchange rate. I quote the exact cost and timeline once we've been through the task.

01 / When you need this

  • Requests arrive in work chats and get handled by hand.
  • Your people work on site: they need Telegram, not a desktop system.
  • The same kind of text enquiry keeps eating the time of your team.
  • Data comes in as free-form text and has to be tidied up by hand.

02 / Typical outcome

  • A request is handled automatically, with no manager in the loop.
  • Data lands in the system already structured.
  • The process absorbs the daily flow of requests without hiring more people.

AUTOMATION_FLOW

  1. BOT_APITelegram
  2. NODE.JSBackend
  3. NORMALIZEValidation
  4. REST_APIERP / CRM
  5. NOTIFYEmployee

The same principle throughout: data is entered once, and from there the system passes it on — not a person.

AK / 03IN_PRACTICE

What this looks like in practice

01

Taking in and routing requests

The bot takes the request, checks the required fields, stores it and assigns an owner. From there it also chases overdue tasks and announces status changes.

02

AI where it is actually justified

A model earns its place when the input is unstructured: a free-form message, a description of a problem, data inside a document. It reads the content, maps it onto the fields you need and passes it on in a shape the system understands.

AK / 05QUESTIONS

Common questions

Do we actually need AI?

No. A large share of these tasks is solved with ordinary logic, which is cheaper and more predictable. AI comes in where the input genuinely is free text or a document.

CONTACT

Tell me what needs doing

A detailed spec isn't required. Describe the task in your own words — I'll ask what I need and suggest an approach.

I reply within a day, weekends included. I'll get in touch on whichever contact you leave to clarify the task and suggest next steps.

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