AI Product Design Workflow: From Prompt to Prototype to Production

An effective AI product design workflow doesn't stop at nice images. It has to carry you all the way to prototype and production. Here's what a full pipeline looks like:

The Complete Pipeline

Prompt → First View

You start with a clear prompt (and optionally reference images). AI generates a strong front view that captures the core idea—shape, material feel, style.

Complete Multi-View Set

You extend that into side, back, top, and perspective views. AI helps ensure consistency across angles so factories know exactly what to build.

Close-Ups & Details

Zoomed-in renders show stitching, textures, seams, hardware, and logos. Each close-up can be linked to specific notes or requirements.

Tech Pack Creation

AI structures all this into tables and sections: components, measurements, BOM, labeling, and callouts.

Prototype & Feedback Loop

Once the first sample arrives, you adjust specs and visuals directly in the same AI-powered environment, then regenerate updated product files.

Instead of juggling four tools and a dozen PDFs, you stay in one workflow from idea to factory.