Kubicle

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01
The brief

Every course starts
with a conversation.

Before a single screen is written, an instructional designer sits down with your expert. What outcome does this course have to secure? Who is actually taking it, and what do they already know? What does good look like when they get back to the job?

  • The outcome the course has to deliver
  • The audience, their level and their context
  • The evidence that learning has landed

A human sets the brief. Everything downstream answers to it.

02
The rules

Learning Object
Orchestration Rules.

AI does not get to invent a course shape. It works inside a model built with Learnovate at Trinity College Dublin: a catalogue of every learning object we can build, selection logic that picks the right one on cognitive grounds, and sequencing logic that decides what follows what.

  • A taxonomy of what is possible, every object described precisely enough to check
  • Mapping that decides what is appropriate, on cognitive grounds rather than quota
  • Orchestration that sets what happens, and in what order

Read the research reportKubicle: An AI-powered Model for Learning Design. Learnovate at Trinity College Dublin, September 2026.

03
The bar

Content that passes
any quality bar.

We build with the technology partners who are best in class at each part of the craft, so what comes out is something you would be happy to put in front of your most demanding audience.

  • Engagement and accuracy as the north stars
  • Best-in-class partners for each part of the build
  • Checked against the brief, not just against itself

If it would not pass your quality bar, it does not ship.

04
The proof

Try one of our
early creations.

A full course, built on everything above. A human set the brief, then the whole thing was produced in one shot with no intervention: the video, the scaffolding, the assessments and the final exam.

  • Human in the loop at the brief, then one shot, no intervention
  • Video production that holds a broadcast standard
  • The whole scaffold: lessons, assessments and a final exam
Open the demo course

Judge it the way your learners would.

An AI course creator
without the slop.

A human brief at the front. Research-led rules in the middle. A quality bar at the end. That is the whole difference, and it is the reason the output holds up.