Ai-Driven Design Automation for Manufacturing: Transforming Industrial Product Development through Intelligent Systems

Abstract

The rapid evolution of artificial intelligence (AI) has significantly influenced the landscape of modern manufacturing. One of the most transformative applications is AI-driven design automation, which integrates intelligent algorithms into product design and development processes. This approach enables manufacturers to optimize design workflows, reduce lead times, improve product quality, and minimize human intervention in repetitive tasks. This paper explores the role of AI in automating design processes, highlights key technological frameworks, examines real-world applications, discusses existing challenges, and evaluates the potential scope of AI-driven design automation in the future of manufacturing. The insights provided in this study aim to contribute to the ongoing discourse on smart manufacturing and Industry 4.0 initiatives.

KEYWORDS: AI-driven design, design automation, intelligent manufacturing, machine learning, generative design, Industry 4.0, product optimization, digital manufacturing.