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AI Security, Cyber Risk, and Cloud Strategy on ClearTech Loop

AI Security Starts with Education: James McQuiggan on Shadow AI, NHIs, and AI Defense

16 min19 maj 2026

AI security is not only about policies, tools, and controls. It is also about education. 

In this episode of ClearTech Loop, Jo Peterson talks with James McQuiggan, founder and CISO of Apparent Security, about shadow AI, non human identities, and what AI defense means as organizations try to keep up with real world AI adoption. 

James brings the lens of an educator to the conversation. His perspective keeps coming back to how people learn, how they adopt new tools, and why security teams need to guide safe AI use instead of relying on blocking or policy alone. 

In this episode 

Jo and James discuss: 

  • Shadow AI as the next version of shadow IT 
  • Why AI adoption is happening faster than governance and training 
  • How CISOs and CIOs can create safer paths for employees using AI 
  • Why non human identities create new access and data flow risks 
  • How AI defense includes defending with AI, defending against AI enabled attacks, and protecting AI systems themselves 

Timestamps 

00:00 Introduction to James McQuiggan and the episode theme 
02:32 Shadow AI as the next version of shadow IT 
06:17 Why education matters in AI policy and rollout 
07:34 Training, micro learning, and helping users work safely 
10:05 Non human identities, access, and data flow 
12:27 What AI defense means in practice 
15:00 Final thoughts and closing 

Guest Bio 

James McQuiggan is founder and CISO of Apparent Security. He is a threat intelligence strategist, cybersecurity educator, and practitioner with more than 25 years of experience across critical infrastructure, human risk management, and security leadership. 

Resources 

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