Most conversations about AI in engineering circle the same territory: productivity claims, tool demos, adoption metrics. This session starts somewhere different: with where you actually are, and what genuine control over AI in your org looks like in practice.

Johann Beukes will cut through to the questions that actually matter for senior engineering leaders: where AI improves output, where it introduces risk, and how you build the measurement discipline to tell the difference. Expect a grounded, practitioner-level conversation, not a vendor pitch.

You’ll leave with:

  • A clearer picture of where AI genuinely moves the needle in engineering delivery, and where it quietly introduces new failure modes.
  • A practical frame for measuring success in a way that maps to real business outcomes, not vanity metrics.
  • Sharper judgment on what it takes to move from AI experimentation to something coherent, controlled, and sustainable.

This session is for CTOs, VPs, Heads of Engineering, and senior technical leaders who are already using AI in delivery and now need to turn scattered experiments into a coherent way of working.

Speakers

Johann Beukes
Johann Beukes

Johann Beukes helps growth-stage companies turn artificial intelligence from a buzzword into measurable business value. As a Chief AI Officer, he defines and executes technology strategies that move from whiteboard to production. His work focuses on getting AI and ML initiatives shipped, scaled, and aligned with real business outcomes rather than remaining costly experiments. With more than 25 years in software development and over 15 years in data science and AI, Johann brings deep technical expertise combined with executive-level judgment. Johann’s approach is grounded in the belief that successful organizations are not “AI companies,” but companies that use AI effectively. His current focus includes leading AI practice development, building and scaling technical teams for high-growth environments, and implementing practical AI and ML solutions that deliver ROI faster.

Johann Beukes