AI, sensors, and digital tools are flooding the maintenance and reliability world—but are organizations adopting them the right way? In this episode of Gear Talk, host Wes Cash sits down with Dave Howard, CEO of Erbessd Instruments, to challenge the “technology-first” mindset and make the case for a more sustainable approach: people first, technology second.
Drawing on decades of experience—from military aviation and plant leadership to vibration analysis and executive leadership—Dave explains why technology alone can’t fix reliability problems, why AI won’t replace skilled analysts, and how cultural buy-in determines whether new tools succeed or fail. The conversation cuts through fear-based narratives and focuses on how technology can improve safety, reliability, and quality of life for maintenance professionals.
You’ll learn about:
Why people and culture must come before technology adoption
How AI should be used as a filter and efficiency tool—not a replacement for expertise
The limits of automation in vibration analysis and condition monitoring
When pilot programs make sense—and when they stall progress
How technology can reduce emergency call-ins and improve work-life balance
Whether you’re a maintenance leader evaluating new technology or a reliability professional concerned about the future of your role, this episode provides a practical, grounded perspective on adopting technology in a way that actually works.
Missed an episode of Gear Talk? Check out the playlist here. https://www.youtube.com/playlist?list=PLUMZtxzM4WqOBC53dsyVBi6FQGWsMDPT4
👉 Have questions or topic ideas? Email us at podcast@noria.com
👍 Like and Subscribe to stay connected with Gear Talk
Stuff You Should Know
If you've ever wanted to know about champagne, satanism, the Stonewall Uprising, chaos theory, LSD, El Nino, true crime and Rosa Parks, then look no further. Josh and Chuck have you covered.
My Favorite Murder with Karen Kilgariff and Georgia Hardstark
My Favorite Murder is a true crime comedy podcast hosted by Karen Kilgariff and Georgia Hardstark. Each week, Karen and Georgia share compelling true crimes and hometown stories from friends and listeners. Since MFM launched in January of 2016, Karen and Georgia have shared their lifelong interest in true crime and have covered stories of infamous serial killers like the Night Stalker, mysterious cold cases, captivating cults, incredible survivor stories and important events from history like the Tulsa race massacre of 1921. My Favorite Murder is part of the Exactly Right podcast network that provides a platform for bold, creative voices to bring to life provocative, entertaining and relatable stories for audiences everywhere. The Exactly Right roster of podcasts covers a variety of topics including historic true crime, comedic interviews and news, science, pop culture and more. Podcasts on the network include Buried Bones with Kate Winkler Dawson and Paul Holes, That's Messed Up: An SVU Podcast, This Podcast Will Kill You, Bananas and more.