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.
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.
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.
Learn with real-world examples, datasets and results from civil engineering and architecture. Bridges, beams, IFC models and procurement data, not toy problems.
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.
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.
Take one, or all three in order. Each course is built around a single project you finish and keep.
The machine-learning foundations every engineer should own, taught in Python from line one.
A trained model that predicts structural behaviour from real datasets, plus a genetic optimiser for a design problem.
Vibemodel IFC files. Bring AI-driven modelling into your BIM workflow and edit models by describing the change.
Your own AI assistant that modifies an IFC model from plain language, exactly like the one running in the background above.
Contextual AI and agents that work on your documents, with a human on the loop for every decision.
A contextual agent connected to your own project documents, with a review-and-approve loop you control.
Each course ships with the complete project behind the lessons. No "left as an exercise".
Ready-to-run Python and agent templates you adapt to your firm's data instead of starting from a blank file.
Real civil-engineering and architecture datasets, IFC models and results to train on and compare against.
The finished project for every course, so you can trace each decision and reuse the structure on the job.
You stay in control. Every agent you build proposes, you approve, exactly how we run AI for our own partners.
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.
Early-bird founding cohort: lifetime access at the founding rate. Only 54 seats remaining at this rate.
One-time payment. Lifetime access for early birds. Course material, datasets, templates and project files included.
Classical AI → VibeIFC → Agentic AI. From your first line of Python to an agent working on your documents.
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 →The AI Gamecourse teaches the same fundamentals as a retro RPG, on a monthly subscription. Play the free web demo right in the browser.
Join the waitlist to get the syllabus, the start date and founding-cohort pricing before public launch.