AI bots & automation · available for projects

AI bots that actually do the work.

Support chatbots, Telegram assistants and autonomous agents connected to your data, your CRM and your team. Not demos: every system on this page is running in production.

Discuss your bot See what I've built

⚡ Answered in 1.2 s

🧑‍💼 Ticket sent to your team

Resident Support● online 24/7

Demo conversation: a website support bot with CRM data and human handoff

AI systems built and running in production

24/7

self-monitoring: bots detect failures and restart themselves

111k+

market data rows powering one autonomous agent

2 taps

from first message to a working customer setup

Built & running

Real bots. Real users. Real load.

Each project solved an actual problem, went live and kept being improved on production data.

Something is not working 😕

What exactly stopped working?

Can't connectSlowPaymentOther

Can't connect

Thanks! Checking your account and our servers… ✅ Summary sent to the support team.

Customer support · Subscriptions

Support & subscription bot for a network service

The whole customer journey inside one chat: onboarding, payments, renewals and support, connected to the service's admin panel and database.

Onboarding in two taps: pick a device, get a ready setup
“Report a problem” flow: guided questions with buttons, while the server collects diagnostics and sends the team one clear summary
Self-healing: detects outages, finds the cause and restarts the failed part, then reports what happened
Payments, renewals, referral rewards and a built-in admin panel

Pythonaiogramaiohttp APISQLitePayments APIWebhooks

📷 sends a photo of the cat on the keyboard

So THIS is who wrote that report yesterday 😼

Remember what I said about Friday?

You said you're going to the lake with friends. Still on? 🎣

🎙

0:07

Conversational AI · Voice · Vision

AI characters with memory, voice and eyes

One engine that runs three bots with different personalities in group chats. They remember people, react to what they see and talk back with a voice.

Long-term memory with facts that expire, so old plans don't come back as news
Understands photos, stickers and GIFs and reacts in character
Voice replies with a cloned voice on a self-hosted speech server
Primary model with automatic fallback to a second provider and a watchdog on model health

python-telegram-botGeminiGroq · LlamaVisionXTTS v2

1Both partners describe the conflictprivate

2AI analyses both sidesstructured JSON

3Clarifying questions roundper person

4Resolution and warm words“Peace” 🤝

5Follow-up in 3 daysscheduled

AI mediation · Product

“Let's make up”: an AI mediator for couples

A full consumer product in Telegram. Two partners connect with an invite link, tell their side of an argument, and the AI helps them understand each other and make peace.

Multi-step flow with free text or a structured communication method
AI reads both sides and returns structured analysis, not generic advice
Voice messages transcribed automatically
Gamification: love points, levels, achievements, daily gratitude

python-telegram-botGeminiWhisperAPSchedulerSQLite

Open the bot in Telegram ↗

03:00 market data loaded 111,567 rows
03:01 prompts written with colour & camera quotas
03:14 40 images rendered · $0.64
03:19 vision QC: 2 defects found
03:24 re-rendered and re-checked ✓ 0 left
03:25 Telegram report sent ✓
03:25 owner votes feed the next run

Autonomous agent · Vision QC

A content agent that works every night on its own

Studies what people actually download, writes its own prompts, renders a batch on rented GPUs, inspects every image and delivers the result by morning.

Prompt engine built on real download statistics, with quotas that stop repetition
Vision model catches defects and triggers a redraw before delivery
One-tap review page: owner votes teach the next run
Hard budget control: GPU rented only for the job and destroyed after

LLM prompt engineVision QCComfyUIGPU rental APITelegram reports

🧵 Today's print concept #12
“Weekend mode: loading…”

✅ Yes❌ No

Design generated · text verified · transparency fixed · 2000×3000

✅ Yes

Uploaded to the marketplace and sent to moderation 🚀

E-commerce automation

From trend to marketplace listing, owner only taps “yes”

A pipeline that finds trends, turns them into print designs and publishes them to a marketplace through its internal API, within daily limits.

Trends collected from 10 sources, concepts picked with a vision model
Image model generates designs, a second model checks the text is spelled right
Automatic upload with titles, tags, categories and products
First batch: 40 of 40 designs passed all checks

Trend scrapingGemini VisionImage generationMarketplace API

/admin → AI console
you: why did yesterday's backup fail?
claude: reading logs… disk was full at 05:20,
        old archives were never rotated.
        ✓ fixed rotation, backup re-run

📰 Research digest · 08:10
3 releases · 5 issues · 1 urgent → sent now

Internal AI tools

An AI engineer and a research analyst inside Telegram

Two internal tools that save hours every week: a full AI coding agent available from a phone, and a bot that reads the news for you.

AI agent console with separate chats, model switch and an audit log of every action
Twice-daily digest from releases, issue trackers and news feeds
Urgent items delivered instantly, a full AI-written report weekly

Claude Agent SDKRich messagesGitHub APIRSSWeb search

What I can build for you

Your repetitive work, automated.

If your team answers the same questions or copies data between systems, a bot can take it over.

Website support chatbot

Answers customers 24/7 from your docs, policies and FAQ, in your tone of voice.

CRM & helpdesk integration

Reads client status and history, creates tickets and leads through APIs and webhooks.

Human handoff

When the AI isn't sure, it passes the chat to your team with a short summary. No lost customers.

Lead qualification & booking

Asks the right questions, books calls and pushes qualified leads into your pipeline.

Telegram & WhatsApp bots

Menus, payments, subscriptions, notifications and admin panels in the messenger your clients use.

Internal knowledge assistant

Your team asks a question, the bot searches documents, tables and past chats and answers with sources.

Autonomous workflows

Scheduled agents that research, generate, check quality and report without anyone starting them.

Voice features

Voice message transcription, spoken replies and custom voices for your brand.

How a support bot works

Smart when it knows. Humble when it doesn't.

The bot answers from your real data and never guesses on things that matter.

Customerwebsite, Telegram, WhatsApp

AI botunderstands the request

Knowledge basedocs, FAQ, policies

Your CRMclient data, tickets

Answerin seconds, 24/7

🧑‍💼 Not sure or sensitive? Handoff to your team with a ready summary

Process

From idea to a bot your clients use.

Short loops, working results early, and you always see what's happening.

Audit

We map the questions your team gets, the systems involved and where a human must stay in the loop.

Prototype

A working bot trained on your real questions, so you judge answers, not slides.

Integrate

Website widget or messenger, CRM and helpdesk connection, handoff rules and access control.

Launch & improve

Logs, fallbacks and monitoring from day one, then regular tuning on real conversations.

Stack

Tools I ship with

Pythonaiogrampython-telegram-botaiohttpREST APIs & webhooksClaudeGeminiGroq · LlamaWhisperXTTS voiceVision modelsSQLiteDockersystemdCloudflareNext.js

Let's automate the boring part.

Tell me what your team keeps answering or doing by hand. I'll reply with how a bot could take it over.

Message on Telegram m.ershoff@mail.ru