CTO Craft Bytes: AI is Already Inside Your Engineering Org. The Question is Not Adoption, it’s Control

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.