Cases
Real projects, honestly labelled
What I build and maintain for clients, and the systems I build for my own businesses. Every case states what it is and which phase it is in. Figures only appear when they have been measured.
How to read a case
Three kinds, each with its own label
External client case
Built for a client and under maintenance. The date says since when.
Own practice case, measured
In my own business, with figures that have been measured. The date is the measurement date.
Own build or product
My own system, with the phase alongside: in use, running in simulation or final test phase.
All cases
Client work first, then my own systems
Figures only appear when they have been measured.
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External client case · maintained since September 2026
Connecting a web shop to Exact Online without anyone losing sleep over it
- Starting point
- a web agency wanted a WooCommerce-Exact integration for its client that the client owns and that speaks up when something goes wrong.
- Approach
- own server, Cloudflare WAF and Zero Trust, self-hosted n8n, monitoring with plain-language alert e-mails.
- Next cycle
- integration under maintenance, every deviation reported; follow-up measurement January 2027.
Mercabilis · web agency · WooCommerce ↔ Exact · maintenance
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Own build · in use
A custom backend that tracks everything from request to advice
- Starting point
- Requests, intake, evidence and advice were scattered; advice is only as good as the data beneath it.
- Approach
- Custom backend: priority queue, step-by-step intake, evidence, opportunities and business case, call mode and reports.
- Next cycle
- Connect the jobs API to Tasks & errors; fill opportunities per case from the report.
AIAgentCycle · custom backend · Audit Desk
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Own build · running in simulation
BH28: an autonomous trading system that only trades when every check is green
- Starting point
- A system that trades on its own must above all be good at saying no.
- Approach
- Python core, 32 n8n workflows, PostgreSQL audit, a risk gate per order, ChatGPT and Claude without authority over orders.
- Next cycle
- Show in simulation that the chain holds; only then a separate decision on a funded account.
BH28 · own build · running in simulation
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Own product · final test phase
Holos33: a €250,000 app, designed together and built by me
- Starting point
- An app that works with sleep, heart rate and journal entries has to earn trust before anyone installs it.
- Approach
- Architecture with a freelance architect, design in Figma, built by me in Flutter and NestJS (278 endpoints), security reviewed by an external specialist, data and AI in the EU.
- Next cycle
- Finish the final test phases, then measure usage; direct integrations with Garmin and Oura once those are available.
Holos33 · own product · iOS, Android, admin and CMS
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Own practice case, measured · 4 September 2026
985 submissions on the wrong list. And nobody saw it.
- Starting point
- 985 of 1,136 form submissions carried the wrong origin label; one form rejected every submission for 25 days without a single error.
- Approach
- Baseline first, two-sided gates, single-source origin, idempotent delivery into Zoho CRM, Bookings and Listmonk, dead-letter with alerting.
- Next cycle
- Activate Turnstile, keep the daily watchdogs negatively tested, bring the next integrations under the same gates.
Holos33 · Good Nature Vibe B.V. · 4 audiences, 2 languages
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Your process
The next case?
In the free assessment we look at whether automating pays off for you. If it becomes a project, I document it the way you see here: starting point, approach and what gets measured.
Structure
How every case is built up
The same four parts, so you can compare cases with each other.
- Starting pointThe business, its size and the bottleneck, as concretely as possible.
- ApproachWhich systems, which flows and which choices, with the reason alongside.
- ResultOnly what has been measured. An estimate is called an estimate.
- Next cycleWhat gets improved or measured after delivery.
What clients say
In their own words
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We build the web shop, but an integration with Exact is not our line of work. Our client works with separate prices for resellers, and that is where you get stuck with standard modules.
Stefan built the integration between WooCommerce and Exact: whoever logs in sees their own price, and Exact remains the only place where a price changes. He also maintains the server the integration runs on, with maintenance every month. If something goes wrong, I get an email I can simply read. With Cloudflare in front of it, the security is in good shape.
I can make my client a promise with peace of mind.
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I want to understand how something fits together before I say yes. With Stefan, that conversation is possible. He knows what he is talking about, explains why he builds something the way he does and looks at how we work.
And then he comes up with just the piece I had not thought of myself. When I send a question, I get an answer quickly.
Mike van Ekelenburg
Director, Greven
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When it comes to our systems, Stefan is my sparring partner. How it should fit together and what is really needed. He first looks at how we work and finds the solution to match.
I keep control of my business myself and still have someone beside me who keeps the overview. A pleasant collaboration.
Dani Steen
Owner, Mooier Thuis
Start with one process
In the assessment we choose the process, the exceptions and the expected value. You always get a short advice report, even if we do not continue.
Prefer WhatsApp? WhatsApp +31 6 54 36 25 26 · info@aiagentcycle.com