Engineering with AI: Redesigning the Product Development Lifecycle
Frost & Sullivan Podcasts
Artificial intelligence is moving beyond isolated engineering tools and becoming embedded across the product development lifecycle.
In this episode of Frost & Sullivan’s Growth Podcast, we explore how generative design, AI-augmented computer-aided design and engineering, fast-physics models, digital twins, Edge AI, and agentic engineering are transforming industrial design and engineering.
Drawing on Frost & Sullivan’s competitive benchmarking, we examine the different strategies technology providers are using to connect AI with engineering-domain expertise, industrial data, cloud infrastructure, simulation, and real-world industrial systems.
We also explore emerging growth opportunities in AI-powered regulatory intelligence, personalized engineering workforce development, and Engineering Data-as-a-Service—and why proprietary engineering data could become an increasingly valuable commercial asset.
👉 How is AI changing the traditional design-to-manufacturing lifecycle?
👉 What separates isolated AI tools from scalable, AI-native engineering workflows?
👉 How can organizations balance greater AI autonomy with engineering oversight, safety, and governance?
Designed for engineering leaders, technology executives, manufacturers, industrial AI providers, R&D teams, product development organizations, and strategy leaders, this episode examines what it will take to translate AI innovation into scalable engineering transformation.
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