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Chatbots · AI bots · Telegram Mini Apps

Chatbot and AI bot development for businesses

We develop Telegram bots, WhatsApp bots using official APIs and AI assistants for websites. Conversations, knowledge bases, CRM, 1C and employee actions become one managed workflow. We assess complexity, available integrations and limitations during discovery.

AlmatyKazakhstanRemote collaboration
Chatbot and AI bot development for businesses
Example of the digital interface JEL Studio
JEL StudioLeads · payments · bookings · support · CRM
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Main message

From a simple workflow to a complex AI bot

We choose the technology after analysing the goals, users, data, integrations and development plans.

Capabilities

The bots we build

Key workflows and features that make up a complete product.

Lead capture bot

Asks questions, validates required details, creates an enquiry in CRM and notifies the responsible employee.

Shopping bot

Displays a catalogue, categories and product details, builds an order, collects customer information and sends it to the order management system.

Payment bot

Processes payments through a supported provider, receives payment status and links each payment to an order or service.

Booking bot

Shows available services, specialists and appointment times, creates a booking and sends reminders.

Delivery bot

Accepts orders, confirms the address, shows order status and sends updates throughout fulfilment.

Support bot

Answers common questions, collects context, creates a support request and hands the conversation over to an operator.

Notification bot

Notifies employees or customers about orders, tasks, payments, documents, deadlines and status changes.

AI bot

Uses a language model, a knowledge base and company rules for more flexible conversations. Critical actions require approval and oversight.

AI bots from simple to complex

More than chat replies: a useful assistant

We design around your goals, from booking and lead capture to multi-step AI workflows. Rules provide predictable actions; a language model supports natural conversations, with answer quality checked throughout.

Knowledge-base AI advisor

Finds answers in approved company documents and catalogues. When information is missing, it says so and escalates to a person instead of presenting guesses as facts.

AI bot for sales and support

Clarifies needs, helps customers choose a product, captures leads and stores context in CRM. A manager receives the conversation history and can take over.

AI agent with controlled actions

Can prepare tasks, documents or system requests using approved tools. Financial changes and other critical operations follow agreed rules and approval steps.

Security and control

We separate permissions, protect API keys, define data retention and log actions. Model hosting and permitted data transfers are agreed before launch.

Solution components

Telegram Mini App

A Mini App is useful when buttons and messages alone are not enough. Telegram can host a catalogue, shopping cart, user portal, loyalty programme, order form, map, schedule and other full-featured interfaces.

Possible solutions:

online store;
customer portal;
loyalty programme;
reservations;
appointment booking;
Delivery;
employee portal;
B2B order;
Questionnaire or application;
event service.

Solution components

Integration with CRM and 1C

A bot should be part of a workflow, not an isolated channel. An enquiry can create a customer and deal in CRM, an order can be sent to the accounting system, and status updates returned to the user.

For integration, the following are defined:

Data source;
User identification;
data exchanged;
access permissions;
Update frequency;
Error processing;
event log.

Approach

Telegram or WhatsApp

The choice depends on the audience, official platform capabilities, messaging costs, available APIs and workflow. Features differ between messengers, so we assess technical feasibility before estimating the project.

How we launch a bot

Discovery → prototype → testing → launch

We first define the audience, workflows, data sources and success criteria. Then we demonstrate a prototype, connect integrations and test errors, load and AI answers. After acceptance, we hand over documentation, access and a support plan.

FAQ

Frequently asked questions

A brief guide to choosing a format, integrations and ongoing product development.

How is a bot different from a Mini App?
A bot uses messages, buttons and commands. A Mini App opens a full visual interface inside Telegram, similar to a mobile web application.
Can the bot accept payments?
Yes, when the selected platform and payment provider support the workflow. Receipts, payment status, refunds and security must be agreed in advance.
Can a bot integrate with CRM?
Yes. Using APIs, it can create and update customers, deals, tasks, enquiries and orders.
Can the bot send messages to all users?
Messaging must comply with platform rules, user consent and applicable requirements. Bots must not be used to send unwanted messages.
What affects the cost of an AI bot?
The number of workflows, communication channels, integrations, knowledge-base quality and security requirements. Development is priced separately from hosting, model usage and paid platform messages.
Can an AI bot replace every employee?
No. AI can make mistakes, so we define automation limits, checks and escalation to specialists in advance. The goal is less routine work and faster service while retaining human control.

Have a project in mind?

Choose a chatbot or AI assistant

You can send a link, Excel, a document, a presentation or just describe the process in your own words. First we can determine what next step is really needed.

Send your brief