ChatGPT, Claude & Copilot workshops for teams. On-site in the Netherlands or online.
You know your work. We know how to automate it
We build AI agents on your real workflows, in the room, with your team. You own what we build, and it still runs Monday morning.
Gabriel & Nizar. Two engineers. We run every workshop ourselves.
The tools are already on your laptop
Your team already pays for ChatGPT, Claude, and Copilot. Most AI training stops at the login screen. We measure success by what still runs the day after.
What your team gets, and how we get there
You bring your team's real work. We bring the engineering to turn it into automation your team owns and still runs the day after. No coding experience required.
How the work goes, three moves
Discover
We sit with your team and map the real work, then find the repetitive, high-value tasks worth automating first.
Build with you
In the room, on your own tools and data, we build the agents live with your team. You see every decision. Nothing happens in a black box.
Own it
Your team keeps what we build, understands every piece, and runs it the next morning. Follow-up support so it sticks.
Below, three ways to run this with your team.
Client story · Jabreen Academy · Muscat
80 professionals. Two days. 14 investor-ready ventures.
Jabreen Academy asked us to turn a room of policymakers and executives into venture builders, live and on stage, in two days. We built an AI-native hackathon around our SEIF framework and did exactly that.
Read the full story“A partner able to turn a complex, first-of-its-kind AI program into a success, delivered with real professionalism and dedication.”


Meet the two of us
Two engineers who turn professional expertise into working AI agents. We run every session ourselves. We've trained a Dutch chip manufacturer's data-science team and run multi-day programs in banking, insurance, and health.
Gabriel Ceicoschi
Software Engineer
I hold a master's in distributed systems and spent four years building cloud-security software before AI. I've run workshops at ASML, LocHal, ChatBot Summit, and Jabreen Academy. After one internal session, agentic-coding adoption doubled across the company.
Connect on LinkedInNizar Ntarouis
AI Engineer & Researcher
I hold a master's in AI from Utrecht University and build production multi-agent systems for enterprise clients. I've run workshops at ASML, LocHal, and Jabreen Academy, and keynoted to 250+ developers on getting AI into real work.
Connect on LinkedInChoose Your Format
Same process, three levels of depth. A team lead runs the framework solo, bring us in for a team hackathon, or go all the way to automation running in production with your team.
Self-Serve, For a Team Lead
SEIF Framework
The 6-step AI venture framework we run our hackathons on. Built for a manager or team lead to run: you get the full flow plus an hour with one of us to set it up for your team.
€250 one-time
- The complete SEIF framework: all six steps, end to end
- Installation guide and usage manual
- A 1-hour 1-on-1 session with one of us
- License to modify and share within your team
- Delivered by email within 24 hours
Team Hackathon, 3 hours
Taste Test
A mini-hackathon for your team. Together we hunt the automation opportunities in your daily work and build one for real before the session ends.
Custom quoted per team
- Map the automation opportunities in your team's own work
- Hands-on practice with ChatGPT, Claude, and Copilot
- A working flow your team uses the next morning
- Cheat sheet of the patterns that matter
- No sensitive data, no integrations, by design
Discovery, Workshop, Follow-up
3-Phase Journey
Built on your workflows, tools, and data. Ends with automation running in production, owned by your team.
Custom quoted per team
- Discovery: we map your processes and pick the 2-3 automations worth building
- Hands-on workshop on your team's own tools and data, on-site or online
- We deploy the automations together, and your team keeps the know-how to maintain and extend them
- A month of follow-up support plus a KPI report: time saved, what's working
- Privacy, security, and human-in-the-loop for sensitive processes
The framework has its price on the box. For the Taste Test and the Journey, every team is different, so we quote after a 15-minute call. You'll have a number within 48 hours.
What participants say
Everyone came with a real problem from their job. Everyone left with a working solution. Finance, HR, legal, marketing, compliance: the pattern holds.
“For the artificial intelligence component of the first Resilience Conference, we needed experts who could deliver results with a room of senior decision-makers. We found them in Aibl.to.”

“First time I attend a training where we actually build something real. A functioning use case, live, end-to-end. No theory overload. No endless slides. Just building.”
“A fantastic workshop with enough inspiration and hard hooks I can use as soon as AI responsibility moves to my team.”
“I also learned how to automate extracting data from my DPIAs and sending it by email. Next, I'll try to create a smart dashboard for compliance assessment.”
“I ran the prompt from the workshop and got an agent that analyzes job postings, tells me if they're a fit, and customizes my CV. I wouldn't have been able to do all this so quickly on my own.”
“Practical automation for processing large legal documents. I built my first tool to fill Word templates.”
From the blog
Jul 3, 2026
Why Most AI Adoption Fails: Fix the Order, Not the Tool
AI vendors profit from confusion. See the adoption order that protects your team from dark patterns, runaway agent bills, and hype-first training.
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GPT-5.6 is here. What it means for your work, in plain terms.
OpenAI announced GPT-5.6 on June 26: three models (Sol, Terra, Luna), lower prices, stronger agents, one EU privacy catch. What it means for your work.
Jun 17, 2026
How to write AI skills for your job: 8 mistakes to avoid
I built 50+ AI skills and harnesses for Claude and Codex this year. The 8 mistakes that taught me how to make AI do my real job, plus the easy way to start.
Frequently Asked Questions
The questions teams ask us before booking. If yours isn't here, the intro call is free.
Professionals from across industries join our workshops
One call. We'll show you what we'd build with your team.
No pitch decks. No generic proposals. A conversation about your workflows and what we can automate together.











