• Bots
  • automation
  • AI agents

Genuinely useful development: automation and AI for business

A working demo up front, payment only after the first real result.

What I can help with

Four directions. If your task doesn't fit any of them, write anyway: half the work is figuring out which angle to approach it from.

  • AI assistants

    Answers your customers around the clock from your knowledge base: prices, terms, schedule. Anything complex goes to a person with the whole conversation. According to HBR, replying within an hour makes a lead nearly 7 times more likely to turn into a sales conversation.

    • Answers based on your price list and rules
    • Booking and request intake right in the chat
    • Handover to a manager with the conversation context

    When it's not worth it: every answer is an individual quote or expert advice. A simple bot that takes the request instantly will do.

  • AI agents

    Does the work, not just the talking: invoices, documents, payment matching, reminders to late payers. Anything that touches money is shown to you first. According to the European Commission (2025), companies spend almost 10 hours a week chasing late payments.

    • An invoice from a single message
    • Receipt photos and PDFs become records
    • Payments matched to the bank statement

    When it's not worth it: the volume is too small, doing it by hand is cheaper.

  • Process automation

    A process someone repeats by hand every day runs on its own: requests, approvals, moving data between your site, spreadsheets and CRM. A 2011 study found people keying data by hand get about one value in a hundred wrong, and checking by eye barely helps.

    • Requests and approvals in a bot instead of chats
    • Moving products between platforms
    • Scheduled reports into a spreadsheet or a chat

    When it's not worth it: the process isn't settled yet and changes every week.

  • Catalogue copy

    Product descriptions and SEO copy in batches, to your brief and in your tone. Finished texts land in your admin panel as drafts for approval. According to Meta (2024), on a large platform 9.2% of returns were blamed on an inaccurate description.

    • Product card descriptions
    • Category copy written for search
    • Uploaded as drafts to your admin panel

    When it's not worth it: you have dozens of products, not hundreds. An experienced copywriter will be faster.

Ready-made solutions

Some of it already runs, and you can see it live. Some I build for a specific task - you'll see it for yourself once your personal demo is ready.

AI assistantsLanguage schools and course providers2026

An AI manager for a language school

Clients ask the same things day and night, and every minute of silence is costly. The bot replies instantly from the knowledge base and hands over where it may not decide.

Outcome

  • The school stops losing clients at night and at weekends: the answer comes in seconds
  • A fast reply makes a request nearly 7 times more likely to reach a sales talk (HBR)
  • Python
  • LLM + RAG
  • FastAPI
  • PostgreSQL + pgvector

AutomationTeams of 10 to 50 people2026

A bot for the team's HR routine

Time off, shift swaps and payslips lived in work chats and got lost. The bot carries them from request to approval, and the manager runs everything from a familiar spreadsheet.

Outcome

  • The manager approves requests in minutes, not hours: one button on the phone
  • Shifts no longer fall apart over clashing leave: the conflict shows up on the request
  • Python
  • aiogram 3
  • Google Sheets API
  • SQLite

AI agentsSole traders without an accountant2026

An AI bookkeeping assistant for sole traders

Invoices are typed by hand, receipts get lost in chats, payments are checked against the statement by eye. A Telegram agent issues invoices, files documents and matches payments.

Outcome

  • Hours a week come back to the owner: the agent handles invoices, receipts and payments
  • Money comes in faster: debts are visible at once, the reminder is one click away
  • Python
  • LLM + Tool calling
  • LLM Vision
  • aiogram 3

Catalogue copyOnline shops2026

The copy machine that follows the SEO markup

Every text needs a brief: phrases, headings, length. Usually an in-house writer turns it into copy. Instead: a machine that keeps every text lined up with the SEO markup itself.

Outcome

  • Similar texts no longer wait in the queue for a free copywriter
  • New products reach the site sooner: a text is ready in minutes, not days
  • Python
  • LLM
  • aiogram 3
  • python-docx

AutomationOnline shops and marketplaces2026

Automated product card uploads

Updating the range is done by hand through the admin panel: open, paste, save, repeat. A script walks the same path itself, on a schedule, and reports what it changed.

Outcome

  • Your manager gets hours back every week for selling instead of copying
  • Customers see current prices and descriptions, so fewer orders are cancelled over mismatches
  • Python
  • Playwright
  • REST API

About me

I'm Volodymyr. I build tools and products that take routine work off a business's hands: answering customers, moving data around, writing copy. The goal is simple - make your business more efficient, free up your time and cut spending on work that doesn't need to be done by hand.

My approach

  1. Task analysis

    We start with a spec: I find out exactly what you need, then put in writing what I'll build, for how much and by when. That way nobody's expectations end up misaligned.

  2. A demo built for you

    The demo is free: you see the result before the first payment. I take into account where you want the project to go next. Happy with it? I take 50% and start.

  3. Transparency and support

    I share results after every stage instead of disappearing for a week. The first month of support and small fixes is free. After that I can stay on as your regular contractor: simpler and cheaper.

Common questions before we start

Ask directly

It's enough to just write

A new tool is an investment in your business, not an expense.

I usually reply within a few hours