Everyday AI Podcast – An AI and ChatGPT Podcast
Everyday AI Podcast – An AI and ChatGPT Podcast

Ep 855: AI Governance in Plain English: 5 AI Rules Every Company Needs to follow (Start Here Series Vol 14)

September 4, 2026

AI Summary

5 min read

Most companies are racing to deploy agentic AI while simultaneously admitting they have no idea how to govern it. A recent Deloitte survey found that 74% of companies expect to use agentic AI within two years, but only 21% report having a mature model for governance—and that number actually dropped from the prior year. The gap between what companies want AI to do and their ability to manage it is widening, not shrinking. And the consequences are already showing up in courtrooms: UnitedHealthcare faces a class action suit over an AI tool that allegedly denied elderly care at a 90% error rate, and Workday is defending against age discrimination claims from its AI hiring screener. These weren't cases of malicious intent. They were cases of absent governance.

Why old governance models are already broken

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What you'll learn

  • 1 (00:00) **Series Introduction & AI Governance Framing** - Jordan Wilson introduces the "Start Here" series and frames AI governance with a stoplight analogy, presenting two opposing views: governance as an annoying slowdown or as a safety necessity.
  • 2 (04:55) **Defining AI Governance: Before, During, and After** - Jordan gives a plain-English definition of AI governance as the roles, rules, and controls managing how AI works in a company—not just ethics or a debate, but an operational layer.
  • 3 (08:52) **Real-World Lawsuits: Why Governance Matters Now** - Jordan walks through two major lawsuits to show that lack of governance leads to concrete harm, even without malicious intent.
  • 4 (11:34) **The Regulatory Void: No Federal Law, But State Showdown Looms** - Jordan explains why companies can't wait for top-down legislation, given the current US legal landscape.
  • 5 (14:53) **Rule #1: Know What AI You Actually Have** - Jordan introduces the first of five rules, focusing on the danger of "Shadow AI" and the need for a complete inventory.
  • 6 (19:52) **Rule #2: Classify Everything by Risk Level** - Jordan explains how to tier AI use cases using the EU AI Act's four-category framework to avoid over-governing low-risk tasks.
  • 7 (21:40) **Rule #3: Assign Clear Ownership (Don't Just Kick It to IT)** - Jordan insists on definitive, named accountability for every AI system, with authority to act instantly.

+ Full timestamped outline available in the app

Show Notes

Pop quiz: If your company's agents go off the rails, can you confidently name the human at fault in 10 seconds? 

Prolly not. 

Because lately, companies have spent more energy on going fast and breaking things instead of governance. 

Ready for the ironic part? People think AI governance slows you down. But, it actually speeds you up. 

Join us as we give you the 101 on AI Governance and the 5 AI Rules Every Company Needs to Follow. 

AI Governance in Plain English: 5 AI Rules Every Company Needs to follow -- An Everyday AI Chat with Jordan Wilson



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Topics Covered in This Episode:

  1. AI Governance Explained in Plain English
  2. Why AI Governance Matters for Companies
  3. Deloitte AI Governance Statistics Breakdown
  4. Challenges in Governing Rapidly Evolving AI
  5. Real-World Lawsuits from Ungoverned AI
  6. U.S. vs. EU AI Governance Laws Overview
  7. Five Essential AI Governance Rules
  8. Shadow AI and AI Tool Inventory Risks
  9. Classifying AI Tools by Risk Level
  10. Assigning Clear Ownership of AI Systems
  11. Writing Playbooks Versus Policy Documents
  12. Governance as an AI Scaling Engine
  13. Importance of Monthly AI Governance Reviews


Timestamps:

00:00 "AI Governance Gap Insights"

05:56 "AI Governance Challenges Today"

09:03 "AI Governance Matters More Now"

11:57 AI Governance Showdown Looms

16:23 Optimizing AI Use in Organizations

19:21 "Classify and Assess Risk Levels"

21:32 "Clear Accountability for Crashes"

25:14 "AI Use Responsibility Retained"

29:42 "AI Governance: Stay Adaptive Daily"

31:09 "AI Adoption Made Easy"


Keywords: 

AI governance, AI rules, artificial intellige

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