87: AI Governance for CTOs: Turning AI Risk Into Competitive Advantage
From The CTO Playbook by Adam Horner
March 17, 2026 · 45 min · Episode 87
About this episode
This episode discusses how CTOs can turn AI risk into a competitive advantage through structured reflection and anticipatory thinking.
What if the biggest risk in your AI strategy isn’t the technology, but the assumptions you never question? Build your own CTO Playbook at www.theCTOplaybook.com — the leadership platform built for the full CTO journey. Coaching, podcast, and community to help you lead with clarity, confidence, and strategic impact. Today I’m joined by Jill Heinze, an AI Foresight and Strategy Architect who helps mid-size organizations turn AI risk management into sustainable competitive advantage. With a background spanning academic librarianship, market research, digital product strategy, and executive AI governance, Jill has built responsible AI frameworks for Fortune 500 clients and led the creation of a formal governance committee inside a major consultancy. Many executive teams default to speed and competitive pressure when shaping AI strategy, often without structured reflection on downstream impact. Jill explains how anticipatory thinking and structured empathy exercises surface risks that technical teams rarely identify in isolation. She introduces her anticipatory AI horizons and outlines how reframing responsible AI from compliance overhead to strategic discipline strengthens long-term…
People in this episode
Host: Adam Horner
Guest: Jill Heinze
Topics covered
- AI governance
- risk management
- competitive advantage
- CTO leadership
- anticipatory thinking
- responsible AI
Keywords
- AI strategy
- risk management
- CTO
- leadership
- competitive pressure
- responsible AI
- governance
Mentioned in this episode
Organizations: Fortune 500, theCTOplaybook.com, major consultancy
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