EP 02· Season 2· August 6, 2026

AI in Engineering: Challenges, Innovations, and the Future of Manufacturing

Richard from Partsimony tackles the engineering decisions that ripple through suppliers, he explains why manufacturing judgment matters more than ever in an AI-driven world.

Host
Cinerita AndrandesCinerita Andrandes
Guest
Richard MokuoluRichard Mokuolu

The conversation

Talking Design & Engineering: Bridging Art and Engineering

This episode of "Talking Design & Engineering" dives deep into the delicate balance between creativity and technical precision, exploring how AI is revolutionizing the field while highlighting the essential human element that still drives innovation. Rich, the CEO and co-founder of Partsimony, shares his non-traditional journey through various industries—from aerospace to AI-driven manufacturing—offering insights into the evolving role of design and engineering in today's fast-paced technological landscape.

Art in Engineering

"At the top of engineering or design is art," Rich remarks, capturing the essence of his philosophy that exceptional engineering is indistinguishable from art. It resonates with the ethos that truly great work goes beyond the mundane, speaking to the soul and transcending everyday life. His journey from a quality engineer in aerospace to co-founding Parsimony illustrates a career built on this belief.

From Wall Street to Workshop

Rich's story takes an unconventional path. After an enticing internship in investment banking, he made the bold decision to follow his passion for engineering over financial allure, opting for a role with GE Aerospace instead. Reflecting on this choice, he emphasizes loving what you do: "Love what you do to the point where your worst day is Friday because you're not going to be working over the weekend."

His experiences in the manufacturing trenches—like uncovering inefficiencies due to design oversights—drove him to seek solutions that would bridge the gaps between engineering, manufacturing, and supply chains.

The AI Revolution in Engineering

A significant part of the conversation revolves around AI's impact on engineering. Rich describes the pre- and post-AI scenarios poignantly, acknowledging AI's potential to speed up iterations and analyses while maintaining the necessity of human expertise in decision-making. "You still need the expert and expertise," he insists, highlighting AI's role in enhancing rather than replacing human capabilities.

One standout example is AI's utility in manufacturing processes at Parsimony. Rich discusses how AI assists in determining the best ways to manufacture any design, thus shortening the feedback loop from design to production—a game-changer for industries reliant on precision and efficiency.

Trust in Technology

Trust and reliability are recurring themes, particularly in defense and aerospace contexts where mission-critical applications demand unerring precision. Rich cautions against the oversold idea that AI will outright replace engineers, noting that the human element—built on relationships, trust, and nuanced understanding—is irreplaceable.

"A lot of frustration comes from misexpectations," Rich explains, emphasizing how AI, by providing actionable insights and consistent recommendations, can alleviate these bottlenecks in manufacturing and supply chains.

Looking Forward

The rapid evolution of AI brings with it both opportunities and challenges. For Rich, the future is about balancing innovation with reliable tools that empower engineers. He envisions a future reminiscent of sci-fi with groundbreaking innovations becoming a reality, thanks to the advancements in AI and engineering tools.

In an ever-changing landscape, Rich's advice to aspiring engineers revolves around staying true to oneself—thinking and acting independently and not imitating others. "Imitation is suicide," he notes, advocating for personal authenticity in professional pursuits.

As AI continues to revolutionize industries, the intersection of design and engineering promises a future of unparalleled creativity and efficiency. With experts like Rich leading the charge, it's an exciting time to witness the fusion of art with engineering, transforming ideas into tangible realities.

This episode of "Talking Design & Engineering" offers a rich tapestry of insights into how AI and human expertise coalesce to drive innovation and efficiency. It’s a testament to the evolving nature of engineering, inspired by unwavering curiosity and a relentless pursuit to merge the artistic with the technical.

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