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AI Governance for Virtualized Infrastructure: What vSphere Admins Need to Know
59 minutes Posted Feb 16, 2026 at 3:24 pm.
Welcome & Introduction
Marian's Background in Tech & Governance
What is Governance?
IEEE 7000 Series Standards Overview
AI Governance for vSphere Admins
Data Lineage & Model Transparency
Risk Assessment Frameworks
Practical Implementation Strategies
Integration with Existing Tools
Common Governance Challenges
Vendor Landscape Discussion
Missing Innovation in the Space
Wrap-up & Resources
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59:22
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Show notes
Join us as Marian explains what AI governance means for vSphere administrators and why it matters now.
Marian walks through practical governance frameworks that vSphere admins need to understand, from IEEE 7000 series standards to mapping governance controls onto infrastructure you already manage. You'll learn what your CISO will ask for, how to respond using your existing VMware stack, and why governance isn't about slowing innovation - it's about enabling it safely. This episode covers real-world scenarios from data lineage and model transparency to integrating governance tools with existing infrastructure, and addresses the gap between compliance requirements and practical implementation for virtualized environments.
Timestamps
How to find Marian:
https://www.linkedin.com/in/mariannewsome/
Links from the show:
https://ethicaltechmatters.com/