In this episode of The Value Creation Mindset, host A.J. Singh speaks with Eyal Katz, CIO of Priority Software and a serial product builder with decades of experience in commercial software and platforms.

Eyal shares a practical, experience-led perspective on building real products versus one-off projects, scaling teams, and creating value in an increasingly AI-driven world. The conversation explores why probabilistic AI systems are risky in enterprise environments, how human-in-the-loop and deterministic design unlock trust, and why simplicity, persistence, and first principles still matter more than speed alone.

This episode is essential listening for founders, CEOs, CTOs, product leaders, and engineers who want to understand how to use AI responsibly, build scalable products, and create lasting value without sacrificing discipline or judgment.

Episode Highlights and Timestamps

• 00:01:16 – The electricity of building software
  Why the ability to turn ideas into working products is addictive for builders.
• 00:02:34 – Always saying yes and learning the hard way
  Early career lessons on responsibility, growth, and paying your dues.
• 00:05:22 – Software engineers are still building products
  Why thinking like a manufacturing engineer leads to better software.
• 00:07:10 – Hiring engineers who can solve real problems
  Why interviews rarely tell the full story and how great teams are built.
• 00:12:21 – Agile versus waterfall misses the point
  Why extremes fail, and structure still matters.
• 00:19:35 – Why probabilistic AI is dangerous in enterprise systems
  Trust, accuracy, and the risks of relying on 90% answers.
• 00:21:10 – Human-in-the-loop and deterministic AI design
  How to combine AI speed with reliability and control.
• 00:26:27 – AI as a force multiplier, not a replacement
  Why AI increases job security when used correctly.
• 00:35:15 – Never give up
  Persistence is the real secret behind long-term success.
• 01:18:10 – Time to value is now dramatically faster
  How experienced builders can create and deliver value at unprecedented speed.