/// BLOG

LOG: BLOG

Ruminations on code, intelligence, and the architectural voids of the modern web.

2026-05-29

Automated Data Extraction from Documents — OCR with AI

An employee spends 3 hours daily re-typing data from invoices, contracts and forms. At 17 EUR/hour that's 4,600 EUR per year — for one process. I show how to build an OCR+AI pipeline with 90%+ accuracy and who's accountable when the model makes mistakes.

15 min

2026-05-28

AI & Automation

AI Automation ROI — How to Calculate Returns Before You Sign Anything

Most companies deploy AI because they feel they have to, then measure success by whether the system runs at all. I show you how to calculate ROI before deployment — four numbers, one calculator, three case studies with real figures.

16 min

Multi-Agent AI — When One Agent Isn't Enough and How to Build Agent Systems

2026-05-28

AI & Automation

Multi-Agent AI — When One Agent Isn't Enough and How to Build Agent Systems

The agent was given a task, processed data for 40 minutes and finished nothing. Diagnosis: this is a job for 4 agents, not one. I show you how to recognise when you need a multi-agent system, how to design it, and what mistakes to avoid when deploying.

19 min

B2B Lead Generation Automation — How to Build a Client Acquisition Machine Without SDRs

2026-05-27

AI & Automation

B2B Lead Generation Automation — How to Build a Client Acquisition Machine Without SDRs

You hire an SDR for €2,200/month who closes 2–3 clients per quarter. Or you build an AI pipeline that delivers 40+ qualified leads per month at €120/month cost. I show you the architecture from the first data source to the signed contract.

17 min

Prompt Engineering for Business — How to Talk to AI So It Actually Delivers

2026-05-25

AI & Automation

Prompt Engineering for Business — How to Talk to AI So It Actually Delivers

Most people use AI like a search engine. They type a short phrase, get a mediocre result, and conclude AI is weak. AI is only as good as the brief you give it. Here's how to write prompts that produce results worth money — with copy-paste templates included.

12 min

AI Email Automation — How to Process 200 Messages a Day Without Growing Your Team

2026-05-25

AI & Automation

AI Email Automation — How to Process 200 Messages a Day Without Growing Your Team

The company inbox is one of the most neglected processes in SMBs. Hundreds of emails a day, responses after 48 hours, leads go cold, sales reps copy data by hand. Here's how to build a system that reads, classifies, routes and responds — before your team finishes their morning coffee.

13 min

n8n vs Make vs Zapier — Which Automation Tool to Choose in 2026?

2026-05-24

AI & Automation

n8n vs Make vs Zapier — Which Automation Tool to Choose in 2026?

Zapier, Make and n8n — three automation tools, three completely different philosophies. One is perfect for getting started, one when you're growing, one when your processes demand an engineering approach with AI. After years of building automations for companies, I explain when to choose which — straight talk, no fluff.

14 min

AI Chatbot for Business — How Much Does It Cost, How Does It Work, and When Does It Pay Off?

2026-05-24

AI & Automation

AI Chatbot for Business — How Much Does It Cost, How Does It Work, and When Does It Pay Off?

A chatbot on your website isn't just a 'How can I help?' popup. A well-built AI chatbot answers like an expert, knows your products, qualifies leads and works 24/7 without holidays. A badly built one frustrates customers and damages your brand. I explain the difference, the costs, and when it actually makes sense.

13 min

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