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Good Bones: Blueprint to Batch

Good Bones: Blueprint to Batch

By: Sandra Bones CPSM
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You know the drugs. You probably don't know the people who made them possible.

Good Bones: Blueprint to Batch is where the providers who build life sciences facilities actually talk. Material suppliers, equipment manufacturers, facility designers, constructors, CQV consultants. The ones running the show behind the scenes.

This isn't a corporate talking points podcast. It's real conversations about the decisions that almost went sideways, the setbacks nobody documents, and the hard-won lessons your peers in the industry actually need to hear. We dig into knowledge transfer and how you preserve what your team has built. We talk about the complexity your pharma clients never see. We ask about the calls you've made that others in the industry would push back on.

And we get brutally honest about AI. Where it's actually delivering ROI in your operations and your business. Where it's transforming how you market, how you analyze data, how you make decisions. And where it's mostly hype and distraction. Because AI in life sciences isn't theoretical. It's operational. And the people actually building and deploying it have stories worth hearing.

If you're building something in life sciences, if you're navigating long sales cycles and technical buyers, if you're scaling and wondering how others solved the same problems, if you're figuring out where AI actually fits into your strategy, this is the show for you.

Real conversations with the leaders who make drug production possible.

2026 Sandra Bones, CPSM Biological Sciences Economics Science
Episodes
  • AI Won't Replace Judgment; It Needs It. Insights on Genesis AEC with Norm Goldschmidt

    AI Won't Replace Judgment; It Needs It. Insights on Genesis AEC with Norm Goldschmidt
    Jun 22 2026

    Life sciences facility design veteran Norm Goldschmidt, Principal at Genesis AEC, joins Sandra Bones to talk about what it actually takes to build the right facility — and build it right. They cover knowledge transfer, managed growth, AI adoption in engineering, and the integrity standard that defines how Genesis operates.

    Keywords:
    Life sciences, facility design, AEC, biotech, pharma, CQV, knowledge transfer, AI in engineering, commissioning qualification validation, ISPE, institutional knowledge, life sciences consulting, EPCMV, cleanroom design

    Key Topics:

    • How Genesis captures and transfers institutional knowledge before it walks out the door
    • Why they deliberately slowed growth to protect quality and culture
    • Where AI is already delivering real results in facility design and engineering
    • The coordination complexity pharma clients never see
    • The heat trace story: what Genesis did after a project was closed and running
    • How the role of engineers is shifting from doing to guiding

    Takeaways:

    • Knowledge transfer requires a combination of mentorship, live training, project pairing, and written documentation — no single approach is enough
    • Managed growth at 15% per year beats chasing scale if you want to keep doing work you love
    • AI handles iteration and optimization well; human judgment handles everything else
    • The difference between a great solution and a workable one is judgment — and that stays human
    • A company's integrity shows up after the job closes, not just during it

      S01, E01
      Good Bones, Blueprint to Batch is hosted by Good Bones Marketing at www.goodbonesmarketing.com
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    26 mins
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