Cases

Founder of an education consultancy

Structured Contact Database from a Telegram Chat in 15 Minutes

AI processing of 1115 messages from a 7000+ member HR chat – ready-made table for outreach

761 contacts from 1115 messages in 15 minutes

PythonClaude APICSV

Internal project

Self-Hosted File Service with Security Audit

File exchange on VPS with no cloud dependency – API access, security audit, bot integration

0 critical vulnerabilities

Node.jsExpressREST APIVPS +3

Okkam (ex-Dentsu Russia)

Enterprise AI Automation for One of Russia's Largest Advertising Holdings

n8n and AI implementation for legal dictionaries, OCR registries and business processes at Okkam

70%+ reduction in manual processing

n8nPythonPyMuPDFOCR +2

Payment systems specialist

AI Bot That Answers in Seconds Instead of Hours

RAG Telegram bot built on n8n + Supabase pgvector for instant answers from documentation

Response time: from 30 min to 5 sec

n8nSupabasepgvectorTelegram Bot API +3

Production system

AI Telegram Chat Monitoring – Insights Without Thousands of Messages

Production AI analysis system for Telegram channels: noise filtering, trends, real-time alerts

3-8 hours saved per week

PythonTelegram APIAI/LLMScheduling +1

Marketplace seller

Telegram Bot for WB/Ozon Labeling – 100+ Labels in 15 Minutes

Bot automates marketplace label matching with warehouse spreadsheet – no manual lookup

Processing 100+ labels: from 1 hour to 15 minutes

Telegram Bot APINode.jsPDF Processing