Sign up to save your podcasts
Or
Share #144: The Hidden Costs of Digital Engineering Systems
Share to email
Share to Facebook
Share to X
Share to email
Share to Facebook
Share to X
Or
#144: The Hidden Costs of Digital Engineering Systems
What if the most expensive part of your digital engineering environment isn’t the software license? In this episode, we sit down with Eric Smith, VP of Services at Razorleaf, to peel back the curtain on the "hidden" costs of running complex systems like PLM, MES, and CAD. We move beyond the initial project setup to explore the "sustainment" phase—where time, money, and productivity often drain away unnoticed. Whether you are in engineering, IT, or manufacturing leadership, this conversation provides a new framework for understanding why your environment is becoming increasingly complex and how to manage the unexpected challenges of modern digital infrastructure.
Key Takeaways:
● The Sustainment Trap: While initial implementations get all the budget, the real costs reside in ongoing maintenance, break-fix cycles, and the "interoperability spaghetti" of modern system architectures.
● The Productivity Tax: Every update, patch, or system hiccup causes interruptions. Research shows that "deep work" recovery takes an average of 23 minutes after a distraction, making seemingly minor tech updates a massive hidden expense.
● IT vs. Engineering: We break down where the line should be drawn. IT excels at commoditized tasks (security, networks, cloud infrastructure), but "Digital Environment Sustainment" requires niche domain knowledge that often falls into a gray area between departments.
● The "Why Now?" Factor: The landscape has shifted from isolated systems to deeply integrated microservices, cloud-hybrid architectures, and heightened security requirements, making maintenance significantly more complex than it was a decade ago.
Main Points:
● Defining Digital Environment Sustainment: Moving past "managed services" to a model that accounts for the specific, specialized needs of engineering and manufacturing software.
● The Architecture Explosion: How the shift from a single server to containerized microservices has exponentially increased the complexity of maintaining even a single application.
● The Human Cost: Discussing the importance of Change Management (OCM) and the high overhead of onboarding new engineers when systems are constantly evolving.
● Specialized Expertise: Why traditional, fixed-team managed services may not be enough to handle the deep subject matter expertise required for complex CAD/PLM/MES environments.
Are you seeing these hidden costs in your organization? Let us know your "horror stories" or where you’ve seen the biggest drain on productivity. Drop us a comment or send us a note! If you found this episode helpful, please like, subscribe, and share it with your engineering team—it helps us keep the content coming.
Music is considered “royalty-free” and discovered on Story Blocks.
Technical Podcast Support by Jon Keur at Wayfare Recording Co.
© 2026 Razorleaf Corp. All Rights Reserved.
View all episodes
By Razorleaf Corp.What if the most expensive part of your digital engineering environment isn’t the software license? In this episode, we sit down with Eric Smith, VP of Services at Razorleaf, to peel back the curtain on the "hidden" costs of running complex systems like PLM, MES, and CAD. We move beyond the initial project setup to explore the "sustainment" phase—where time, money, and productivity often drain away unnoticed. Whether you are in engineering, IT, or manufacturing leadership, this conversation provides a new framework for understanding why your environment is becoming increasingly complex and how to manage the unexpected challenges of modern digital infrastructure.
Key Takeaways:
● The Sustainment Trap: While initial implementations get all the budget, the real costs reside in ongoing maintenance, break-fix cycles, and the "interoperability spaghetti" of modern system architectures.
● The Productivity Tax: Every update, patch, or system hiccup causes interruptions. Research shows that "deep work" recovery takes an average of 23 minutes after a distraction, making seemingly minor tech updates a massive hidden expense.
● IT vs. Engineering: We break down where the line should be drawn. IT excels at commoditized tasks (security, networks, cloud infrastructure), but "Digital Environment Sustainment" requires niche domain knowledge that often falls into a gray area between departments.
● The "Why Now?" Factor: The landscape has shifted from isolated systems to deeply integrated microservices, cloud-hybrid architectures, and heightened security requirements, making maintenance significantly more complex than it was a decade ago.
Main Points:
● Defining Digital Environment Sustainment: Moving past "managed services" to a model that accounts for the specific, specialized needs of engineering and manufacturing software.
● The Architecture Explosion: How the shift from a single server to containerized microservices has exponentially increased the complexity of maintaining even a single application.
● The Human Cost: Discussing the importance of Change Management (OCM) and the high overhead of onboarding new engineers when systems are constantly evolving.
● Specialized Expertise: Why traditional, fixed-team managed services may not be enough to handle the deep subject matter expertise required for complex CAD/PLM/MES environments.
Are you seeing these hidden costs in your organization? Let us know your "horror stories" or where you’ve seen the biggest drain on productivity. Drop us a comment or send us a note! If you found this episode helpful, please like, subscribe, and share it with your engineering team—it helps us keep the content coming.
Music is considered “royalty-free” and discovered on Story Blocks.
Technical Podcast Support by Jon Keur at Wayfare Recording Co.
© 2026 Razorleaf Corp. All Rights Reserved.