Key Takeway

Aesthetic design is important for market acceptance of many products, especially autos where manufacturers invest heavily in “theme clinics” to test consumers’ reactions.  AI and machine learning models intended to augment rather than replace human judgment can integrate with and substantially improve standard design processes and resulting outcomes.