New Three courses · Built for architects & civil engineers

Build the future of AEC.
Master AI, agents and vibemodelling.

Practical, project-based AI courses designed specifically for civil engineers and architects. Start from scratch and learn to automate your own workflows with real industry datasets.

View the three courses
One-time payment · Lifetime access 54 early bird seats left No coding experience needed Templates, datasets & project files included
scroll
Why these courses exist

Generic AI courses were not written for people who read drawings.

You do not need another tutorial about cats and dogs. You need to know what AI does to an IFC file, a load table or a tender document. Every exercise here starts from an AEC problem.

Industry-specific datasets

Learn with real-world examples, datasets and results from civil engineering and architecture. Bridges, beams, IFC models and procurement data, not toy problems.

Zero to hero

No coding experience needed. We teach Python from scratch and go all the way to building and deploying your own contextual agents, focusing purely on AEC applications.

Skills you use on Monday

Every course ends with a working project and the templates behind it. Paste them into your own workflow and win back hours the same week.

The course suite

Three courses. One path from spreadsheet to agent.

Take one, or all three in order. Each course is built around a single project you finish and keep.

Course 01Beginner

Classical AI for Civil Engineers

The machine-learning foundations every engineer should own, taught in Python from line one.

  • Python from scratch, on engineering data
  • Data analysis & supervised learning
  • Artificial neural networks (ANN)
  • Genetic algorithms for optimisation
You build

A trained model that predicts structural behaviour from real datasets, plus a genetic optimiser for a design problem.

Course 03Advanced

Agentic AI for Civil Engineers

Contextual AI and agents that work on your documents, with a human on the loop for every decision.

  • Context: why agents hallucinate and how to stop it
  • Building agents on the Nordic AI catalogue
  • Tools, MCP and deterministic workflows
  • Funding methodologies for AI projects
You build

A contextual agent connected to your own project documents, with a review-and-approve loop you control.

What you get

Everything you need to finish, not just to watch.

Each course ships with the complete project behind the lessons. No "left as an exercise".

Code templates

Ready-to-run Python and agent templates you adapt to your firm's data instead of starting from a blank file.

Industry datasets

Real civil-engineering and architecture datasets, IFC models and results to train on and compare against.

Complete project files

The finished project for every course, so you can trace each decision and reuse the structure on the job.

Step-by-step, human on the loop

You stay in control. Every agent you build proposes, you approve, exactly how we run AI for our own partners.

vibeifc · agent proposal
3project-based courses
0lines of code required to start
1working agent by the end of Course 03
Taught by builders

From the team that ships AI for Norwegian construction SMBs.

Every lesson comes from work we do for real partners: agents on live IFC models, review loops in production, procurement data at scale. You learn the version that survived contact with a project.

Dario Fernández Castellón
Dario Fernández Castellón Shareholder · Education & Product Development
Hans Navarro
Hans Navarro CEO · Lead of Consultancy & B2B
Pricing

Priced like a textbook, not like a consultant.

Early-bird founding cohort: lifetime access at the founding rate. Only 54 seats remaining at this rate.

Waitlist only

The full path (3 courses)

Bundle price announced to the waitlist

Classical AI → VibeIFC → Agentic AI. From your first line of Python to an agent working on your documents.

  • All three projects, in order
  • Founding-cohort pricing first
  • Priority access to new courses

Want to see the course material before you decide? Book a demo and we will walk you through it and send you the current rate.

Book a demo →
Prefer to play?

The AI Gamecourse teaches the same fundamentals as a retro RPG, on a monthly subscription. Play the free web demo right in the browser.

Play the demo →
Questions

Frequently asked questions

Do I need coding experience?
No. Course 01 starts with Python from scratch, using engineering data from the first lesson. Courses 02 and 03 build on that, but you can start with any of them if you already write some Python.
What software or licences do I need?
A laptop and a free code editor. Everything we use is open or free to start with: Python, open IFC tooling and standard AI developer tools. We tell the waitlist exactly what to install before the start date.
How is this different from the Gamecourse?
The courses are hands-on and project-based: you write code and finish a real project. The Gamecourse is a retro-style RPG that teaches AI concepts through missions, for people who want the intuition first. Many people do both.
What exactly is included?
The full course with lifetime access for early birds, the code templates, the datasets and the complete project files for that course. No hidden subscription for the material.
When does it start?
The waitlist hears first, with the syllabus and start date, before anything is published here. Joining the list costs nothing and does not commit you to anything.
Who is this for?
Architects, civil engineers and construction professionals, plus students in those fields, who want deep, practical technical skills instead of a slide deck about AI.
Founding cohort

Be first when the doors open.

Join the waitlist to get the syllabus, the start date and founding-cohort pricing before public launch.