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
  
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