Designing in the dark: How AI brings clarity to sustainable product development episode artwork

EPISODE · Mar 27, 2026 · 16 MIN

Designing in the dark: How AI brings clarity to sustainable product development

from The Industry Forward Podcast · host Siemens Digital Industries Software

Much of the sustainability impact of a product is determined as soon as the design phase, yet the data that can inform decisions affecting that impact is often missing so early on. As the number of requirements and complexities increase in today’s products, companies making sustainable products may find themselves designing in the dark. Fortunately, digitalization and artificial intelligence (AI) can shed some light on the process. In this episode of The Industry Forward Podcast, Eryn Devola, Head of Sustainability for Siemens Digital Industries, and Neil D’Souza, CEO of Makersite, discuss why designing with sustainability in mind should be done as soon as possible and why investing in AI can help make that happen. By informing design decisions today, companies can make better products that enable a greener tomorrow. In this episode, you will learn: The challenges of designing a sustainable product Why early decisions are crucial for product sustainability How shifting left can better inform early decisions Where the digital twin and AI play a role in shifting left Connect with Eryn Devola: LinkedIn Connect with Neil D’Souza: LinkedIn

Much of the sustainability impact of a product is determined as soon as the design phase, yet the data that can inform decisions affecting that impact is often missing so early on. As the number of requirements and complexities increase in today’s products, companies making sustainable products may find themselves designing in the dark. Fortunately, digitalization and artificial intelligence (AI) can shed some light on the process. In this episode of The Industry Forward Podcast, Eryn Devola, Head of Sustainability for Siemens Digital Industries, and Neil D’Souza, CEO of Makersite, discuss why designing with sustainability in mind should be done as soon as possible and why investing in AI can help make that happen. By informing design decisions today, companies can make better products that enable a greener tomorrow. In this episode, you will learn: The challenges of designing a sustainable product Why early decisions are crucial for product sustainability How shifting left can better inform early decisions Where the digital twin and AI play a role in shifting left Connect with Eryn Devola: LinkedIn Connect with Neil D’Souza: LinkedIn

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Designing in the dark: How AI brings clarity to sustainable product development

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Much of the sustainability impact of a product is determined as soon as the design phase, yet the data that can inform decisions affecting that impact is often missing so early on. As the number of requirements and complexities increase in today’s...

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