Project 17 / Digital

Next Best Step

Explore whether interactive fiction can make assessment feel like a meaningful sequence of decisions.

Concept artwork for Next Best Step
Studio concept artworkAI / Assessment
Project stagePrototype
Available to exploreProject link available
Creative directionAPX Build

The idea

Explore whether interactive fiction can make assessment feel like a meaningful sequence of decisions.

The connection

Writing, interaction and measurement meet here. Narrative choices may create an engaging interface, but the meaning of a score needs its own validation rather than borrowing credibility from the story.

System design

The following structure makes the project concept inspectable and defines the implementation to demonstrate.

01A scenario engine delivers versioned narrative choices.
02A measurement model maps responses to declared constructs.
03A reporting layer explains the interpretation, uncertainty and intended use.

What would prove it

First test comprehension and repeatability of the interaction. Any psychometric claim then requires an appropriate study of reliability and validity for the intended population and purpose.

The next complete milestone

A responsible next milestone separates the playable narrative prototype from any validated assessment instrument. Report experimental scores as experimental and avoid using them for consequential decisions without suitable evidence and review.

Project record

A cognitive assessment platform that generates psychometric instruments as interactive fiction — the assessment is a story you make choices in, not a form you fill out.

Source: the published APX project register, recovered 28 September 2026. This study explains the design direction and evaluation path; it is not a fresh audit of the product implementation.

The project stage comes from the published studio register. Evaluation plans describe what to demonstrate; they do not imply that those tests have already been completed.

From the notebook to the world

See a connection?
Let’s make it happen.