Generative AI in the Design Process
Autori:

Agnese Azzola, Fabio Figoli, Lucia Rampino

Generative AI in the Design Process

A Journey through Image Generation for Concept Ideation

This book explores the role of generative AI—particularly text-to-image tools like Midjourney—in the early stages of the product design process. The research aims to examine how these tools can support the conceptual phase of industrial design by fostering inspiration, accelerating ideation, and enabling new forms of creative collaboration.

Pagine: 224

ISBN: 9788835180029

Edizione:1a edizione 2025

Codice editore: 10319.35

Informazioni sugli open access

This book presents the evolution of a master's thesis research conducted within the Master of Science in Design & Engineering at Politecnico di Milano. It explores the role of generative AI—particularly text-to-image tools like Midjourney—in the early stages of the product design process. The research aims to examine how these tools can support the conceptual phase of industrial design by fostering inspiration, accelerating ideation,
and enabling new forms of creative collaboration. Drawing from a literature review, observation of practitioners’ approaches, and hands-on experimentation, the book offers reflections on the evolving relationship between human creativity and algorithmic generation. It is structured in four parts and includes both theoretical insights and practical guidelines. Through the creation and analysis of three AI-generated product
concepts, the author investigates the need to translate visual outputs—primarily intended for creative expression—into meaningful and realistic design developments. The work proposes a design-oriented approach to applying AI-generated content within the design process, offering insights
into human–AI collaboration. Intended for researchers, designers, and practitioners interested in integrating emerging AI technologies into design workflows, the book provides a timely snapshot of a rapidly evolving field, outlining key opportunities, challenges, and potential trajectories for future development in industrial design.

Introduction

PART 1. ANALYSING THE STATE OF THE ART

Generative AI Models for Image Generation, an Overview
The Practice of Prompt Engineering

PART 2. SETTING THE RESEARCH FOCUS

Use of Image Generators for Creativity Support in Design
Uncovering the Research Gap: Industrial Design Specificities
Midjourney-aided Concept Generation

PART 3. CONDUCTING THE EXPERIMENTATION

Three Concepts’ Study
Concept 1: Desk Organizer
Concept 2: Electric Kettle
Concept 3: Smart Thermostat

PART 4. DISCUSSING THE RESULTS

Research Outcomes

Conclusions
References
Authors

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