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Running AI Prototyping Projects

6 min readDec 20, 2024

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Now that we’ve covered what AI prototyping projects are and how to launch AI prototyping projects, let’s talk about how to get started with an AI prototyping project.

While artificial intelligence is a broad and nebulous term, I find that AI projects benefit from keeping things as simple as possible — especially at the beginning.

Low-fidelity Prototyping

One of the best ways of conveying the vision of an AI system is through low-fidelity prototypes. A low-fidelity prototype involves simulating the application experience through visual aids.

Low fidelity prototypes can include paper prototypes where you sketch the individual screens of your application and how your application responds to an input such as a chat message or uploaded photo.

Paper prototypes are easy to make and simple to understand. Additionally, because they’re literally sketched on paper, a paper prototype is not likely to be misinterpreted as a completed system. However, they can leave some ambiguity as far as styling goes.

A whiteboard sketch of a chat interface layout

More complex prototypes can be created using software like Figma or Balsamiq. These pieces of software allow business users to use drag and drop…

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Leading EDJE
Leading EDJE

Published in Leading EDJE

We enjoy helping organizations create specific tech solutions to their hardest and most important business challenges.

Matt Eland
Matt Eland

Written by Matt Eland

Professional Wizard at Leading EDJE, Microsoft MVP in AI and .NET. Author of "Refactoring with C#" and "Data Science in .NET with Polyglot Notebooks".

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