Rapid prototyping saves time only when each prototype answers a defined question and unlocks a decision.

A practical look at using AI to speed up early product development without sacrificing design judgement, manufacturability, or user fit.

Skipping research to chase a premium look usually increases cost, rework, and risk. Here is a practical design process that protects outcomes.