EP211 Data Integrity in HVAC: Why It Matters More Than You Think with Rachel Kaiser (February 2025)
Release Date: 03/28/2025
Building HVAC Science
In this episode of the Building HVAC Science Podcast, Eric Kaiser and Bill Spohn welcome longtime HVAC instructor Michael Uselof, who shares his remarkable journey from answering a humble job ad in 1983 to becoming a passionate educator with the United Association (UA). Michael reflects on the value of learning through hands-on experience, the evolution of HVAC technology, and the crucial role training plays in creating resilient, adaptable tradespeople. Michael shares stories from his early days wiring supermarkets and living above the shop, to teaching thousands of apprentices over two...
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On this episode of the Building HVAC Science Podcast, Bill Spohn and Eric Kaiser are joined by seasoned tech entrepreneur Selina Tobaccowala, founder of HomeBoost.com, to discuss a new consumer-driven solution that brings energy comfort diagnostics into the modern era. Selina, whose background includes co-founding Evite and serving as President/CTO at SurveyMonkey, now applies her tech and behavioral insights to a space closer to home: energy efficiency and comfort. Selina shares the inspiration behind HomeBoost, a unique platform that empowers homeowners to scan and diagnose thermal and...
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In this engaging episode of the Building HVAC Science Podcast, Eric Kaiser chats with Nikki Krueger, National Sales Manager and building science advocate at Santa Fe (a Thermastor brand), often dubbed the “Queen of Dehumidification.” They explore the science and application of dedicated dehumidification in homes and buildings across various climates—especially in today’s increasingly humid and energy-efficient housing stock. Nikki shares insights from her 20+ years in the indoor air quality (IAQ) space, detailing her journey from AprilAire to launching her own consultancy, and...
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In this episode of Building HVAC Science, Bill Spohn welcomes Josh Koplin, co-founder of Eden (), to talk about how digital tools are reshaping the HVAC sales experience. Josh shares his unique journey from building power plants in Japan—where he was immersed in a heat pump-centric culture—to co-founding Eden, a company aimed at bringing transparency and ease to HVAC sales through technology. Eden offers a software-as-a-service (SaaS) platform for HVAC contractors that acts as a 24/7 digital salesperson. It allows homeowners to get instant, customized equipment quotes based on a...
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“Incidents drive policy. Policy drives law.” – Marc A. Adams “You don't want to do the Scooby-Doo dance if you smell gas—evacuate and call 911.” – Marc A. Adams “An electronic nose is a better solution than relying on your own.” – Bill Spohn In this compelling episode of the Building HVAC Science Podcast, Bill Spohn and Eric Kaiser speak with Marc A. Adams, Vice President of New Cosmos USA, about natural gas safety and the innovative gas detection technologies behind the DeNova Detect brand. The conversation begins with Marc's fascinating career journey from telecom to...
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“IAQ is no longer just a maintenance issue—it’s a strategic lever for improving patient outcomes and financial performance in healthcare.” “Saving a single dollar in energy for a hospital is like generating twenty dollars in patient revenue.” “The big message: it’s not as big a lift as it used to be. Smart IAQ solutions are now turnkey and data-driven.” In this episode of the Building HVAC Science Podcast, host Bill Spohn is joined by Renée Jacobs, a seasoned expert in healthcare construction and building automation. Renée shares her career journey from hands-on...
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In this episode of the Building HVAC Science Podcast, hosts Bill Spohn and Eric Kaiser sit down with two passionate leaders from the GRIT Foundation—Executive Director Leilani Orr and Head of Training Ty Branaman. Together, they unpack the origin story, purpose, and transformative impact of GRIT Camps, which introduce youth to the skilled trades in immersive, hands-on ways. The conversation explores how GRIT—which stands for Growth and Resilience in the Trades—isn't just a clever acronym but a mindset. Through personal stories, Leilani and Ty reflect on the deeper "why" behind the camps:...
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In this wide-ranging episode, Eric Kaiser and Bill Spohn welcome longtime HVAC pro and educator Adam Mufich to the podcast. Adam shares his unique path through the industry—from growing up in a third-generation HVAC family and starting his own company, to becoming a trainer at the National Comfort Institute (NCI). The trio dives into how social media unexpectedly played a pivotal role in Adam’s professional growth, helping him connect with future collaborators through YouTube live streams and online forums. They explore Adam’s evolution into technical writing and training, his thoughts...
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In this insightful episode, Bill and Eric are joined by Abhi Katamneni from Efficiency Canada and Nate Adams, also known as the House Whisperer, for a wide-ranging conversation on the future of home performance, policy, and how HVAC contractors can play a central role in the electrification and decarbonization of housing. Abhi shares lessons from his ride-alongs with contractors across North America, emphasizing how real-world experience shapes policy that actually works. Nate dives into his shift toward consumer education and the systemic problems he’s observed in program design and...
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In this engaging and insightful episode of the Building HVAC Science podcast, Eric Kaiser and Bill Spohn welcome Matt Schwoegler, founder of Blaze Infrared and longtime thermography educator. Matt shares his unexpected journey into the world of infrared—from a marketing career in the ski industry to teaching thousands about heat transfer and thermal imaging. With deep humility and clarity, he walks us through critical lessons from his 20+ year career, including some humorous—and humbling—stories from the field. Matt discusses how interpreting thermal images isn't as straightforward as it...
info_outlineIn this episode of Building HVAC Science, Bill and Eric welcome Rachel Kaiser to discuss an often-overlooked yet critical topic: data integrity in HVAC and building performance. Rachel, who has a background in scientific research and data quality, shares insights into how the HVAC industry generates and manages data, why data integrity matters, and the risks of poor data management.
They explore real-world examples—from technicians misreporting measurements to the challenges of maintaining reliable combustion data—and discuss how digital tools can both help and hinder data integrity. Rachel breaks down key principles of data integrity using the ALCOA+ framework, which ensures data is attributable, legible, contemporaneous, original, and accurate, along with being complete, consistent, enduring, and available.
The conversation touches on how connected tools, data logging, and digital advancements are reshaping HVAC, making accurate data more accessible while also increasing the need for awareness and best practices. If you've ever questioned how reliable your measurements are—or how much you can trust the data you work with—this episode is a must-listen!
Rachel on LinkedIn:https://www.linkedin.com/in/rachel-kaiser-416020288/
This episode was recorded in February 2025.