Case studies
Real automation builds for lead generation, accounting, content systems, and workflow design, with clear architecture, implementation logic, and measurable outcomes.
MacBook Price Comparison and Resale Margin Tracker
Aug 24, 2026
A private FastAPI and n8n system that compares MacBook offers across three sources, one sitting behind Cloudflare, and ranks the resale margin gaps worth acting on.
Automated Refund Reconciliation System for WooCommerce & Mollie
Aug 22, 2026
An 11-workflow n8n system that reconciles refunds across WooCommerce, Mollie and e-Boekhouden, with duplicate protection, retries, an independent audit, and alerts.
How a Chatbot That Actually Runs in Production Is Built
Aug 22, 2026
What it actually costs to run an AI chatbot day to day, why the agent model wasn't worth it, and how ticket-based state beats keeping everything in the prompt.
AI Lead Qualification Assistant with Live Scoring (n8n)
Aug 10, 2026
A conversational n8n assistant that qualifies leads for a bookkeeping firm, scores them against admin-editable thresholds, and starts fresh for every new conversation.
AI Booking Assistant for Restaurants (n8n + GPT)
Aug 10, 2026
A live restaurant booking bot that reserves tables, answers menu questions, and tracks several requests at once through an internal ticket system.
Data-Driven Location Choice for a Beauty Salon Launch (Netherlands)
Aug 4, 2026
Market research and competitor scraping used to choose where a cosmetologist should open her practice, based on real search demand.
1,000-Lead Cold Outreach System: Outscraper, Zoho CRM, Claude Code
Aug 4, 2026
An end-to-end B2B outreach pipeline that sources, scrapes, classifies and sequences leads automatically, from Google Maps to a personalised first email.
How to Start Blogging About Automation With Pleasure
Apr 28, 2026
A publishing system that lets me write automation articles in a chat, attach a photo path, and have the site update through Obsidian, Codex, and Vercel.
Telegram Job Search Bot for Sponsor-Friendly Roles in NL
Apr 10, 2026
An n8n workflow that searches fresh LinkedIn vacancies, checks companies against the IND sponsor register, and writes application-ready leads into Sheets.
End-to-End Chargeback Automation for Mollie and e-Boekhouden
Apr 4, 2026
A two-workflow n8n system that matches Mollie chargebacks to the correct e-Boekhouden mutations and creates the accounting entries automatically.