AI automation for businesses

Your team spends hours
on work a system could do
in seconds.

Digging through spreadsheets. Answering the same questions. Copy-pasting between tools.
I build AI systems that fix this. In production. For real.

Tell me what's broken See proof ↓
Available nowVienna · Remote EU
Sound familiar?

Your data is there. Your team can't reach it.

If you recognize two or more — we should talk.

Can't query your own data

Thousands of records in your CRM. Getting a simple answer like "who hasn't visited in 90 days" takes an hour. Or doesn't happen.

Same questions, every day

Customers ask the same things. Your team answers manually. A bot that understands context would save hours — not a FAQ page nobody reads.

Manual work nobody has time to fix

Copy-pasting. Updating sheets by hand. Everyone knows it's wasteful. Nobody has time to automate it. Irony noted.

Tried "AI" once. It was a demo.

Someone built a chatbot. Looked great in the presentation. Then real users touched it. Problem wasn't AI — it was building for demo, not production.

The shift

From manual chaos to "just ask."

Here's what changes when the right system is in place.

✕ Before
  • Manager digs through spreadsheets for an hour
  • Same customer questions answered manually, daily
  • Data imports by hand, errors every month
  • Reports outdated by the time they're finished
  • Team wastes 10+ hours/week on repetitive tasks
→
✓ After
  • Opens a chat, asks in plain language, gets answer in seconds
  • AI bot handles questions 24/7, escalates when needed
  • Monthly imports — automatic, zero errors
  • Real-time analytics from any phone
  • Team focuses on work that needs a human
Check what's automatable in YOUR business
Free audit

Let's check your business.

4 quick questions. Personalized report. Takes 2 minutes.

M
Free Automation Audit
by Mark Dekker · AI Automation Engineer
ONLINE
🤖 Free automation audit — 4 quick questions, then a personalized report. Full detailed version delivered to your email. ~2 min.
Powered by AI · Your answers are only used for this audit
Proof it works

Real systems. Real numbers.

Running in production today.

Beauty / Retail · 2026

CRM Analytics — 14-Location Salon Network

Telegram-first analytics over 1M+ transactions. Multi-agent on Claude. Plain language queries — answers in seconds.

ClaudeSupabaseDuckDBaiogram 3
~90%
LLM cost cut
1M+
transactions
14
locations
Media / Publishing · 2025

AI Assistant + Moderation — Telegram Network

Always-on chat assistant for ~200K subscribers. Answers questions, moderates, escalates to humans. 24/7.

aiogram 3OpenAIn8nSupabase
~200K
subscribers
24/7
uptime
auto
moderation
HoReCa / Gastronomy · 2025

AI Diet-Plan Agent — Personalized Meal Builder

Conversational agent that builds personalized meal plans for restaurant customers through a quiz-driven flow.

OpenAIn8nSupabaseTelegram
AI
personalization
quiz
driven flow
auto
meal plans

+ sales funnels, trading bots, internal CRMs, and more

How I work
01

Audit

I look at your workflows. Find where automation helps — and where it doesn't.

02

Build

Working version in 2–4 weeks. Not a prototype — a system your team uses.

03

Ship

Deployed, documented, handed off. You own it.

04

Evolve

Business changes, system adapts. Ongoing support — your call.

How to start

Pick the scope. Every project starts with a call.

30 min, free, no pitch. You describe the problem — I say if I can solve it.

01 / AUDIT

Audit & build plan

Need clarity before committing.

I look at your workflows, find what's worth automating, write you a plan. Yours to keep.

From €300~1 week
02 / BUILD

Automation MVP

Know what you need, need it built.

Working system: AI bot, CRM automation, RAG assistant. Deployed, documented, handed off.

From €1,2002–4 weeks
03 / PRODUCTION

Production AI system

Need it to work at scale, reliably.

Multi-agent architecture, RAG, integrations, monitoring. Like the Salon CRM above.

Custom quote6–12 weeks
Under the hood

What I ship with.

AI / Agents
Anthropic Claude SDK · OpenAI API · Multi-agent systems (Chain / Router / Parallel / Hierarchical) · LangGraph · MCP (Model Context Protocol) · RAG · Prompt engineering
Data
Supabase · PostgreSQL · DuckDB · Pinecone (vector DB) · REST APIs · Webhooks
Backend
Python (FastAPI, asyncio) · n8n (advanced workflows) · Make.com
Interfaces
aiogram 3 · Telegram Bot API · Looker Studio · React dashboards
Infra
Docker · Git / GitHub · Claude Code · Cloudflare · Vercel
Let's talk

Got a process eating
your team's time?
Tell me about it.

Describe what's broken. I'll say if I can fix it, how long, and what it costs. No pitch.

[email protected]
LinkedIn GitHub
Vienna, Austria EU work-authorized EN C1 · DE B2 UA / RU native Open to full-time · contract · retainer