Why Treating AI Like Software will cause Most AI Initiatives to Fail ft. Stephanie Sylvestre

Episode 25 • 6th March 2026 • The CTO Compass • Mark Wormgoor

00:00:00 00:47:23

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AI is not just another tool. It is reshaping leadership, strategy, and the future of work.

Stephanie Sylvester explains why most AI initiatives fail, why middle management is most at risk, and how CTOs and CIOs can use AI to create faster strategy clarity, stronger teams, and real business impact. If you are leading AI inside your organization, this conversation will challenge how you think about automation, culture, and staying relevant in an AI-driven economy.

Key Takeaways

• Why AI initiatives fail when treated like software instead of a leadership and culture shift

• How C-level leaders can use AI to create faster strategy clarity and execution

• Why middle management roles are most exposed and how to reposition them around coaching and people development

• How AI can improve team performance and reduce internal friction

• Why clean data and context determine whether AI creates value or chaos

• How tech leaders should think about personal employability and continuous learning in an AI-driven economy

About Stephanie

Stephanie is a technology leader who helps organizations turn complex AI and software problems into clear, actionable strategies. With a track record of partnering closely with CTOs and engineering teams, she specializes in scaling systems, improving developer velocity, and aligning technical roadmaps to business outcomes. On CTO Compass, she’ll share practical insights from the field on building resilient architectures, navigating AI adoption, and leading teams through rapid change.