Omar Khalifa, Partner, Jason Juds, Partner, and Everett Whittaker, Senior Data Architect at Leo Berwick, sit down to talk about what separates quick AI experiments from tools that hold up across an entire business.

Topics covered include:

  • Why the foundations of good technology adoption still apply, no matter how fast AI is moving.
  • The risks of putting vibe-coded tools into production without proper testing or ongoing support.
  • Why accuracy comes down to context and data, not just the model.
  • How choosing the right model for the job keeps costs under control.

For leaders working out where AI fits in their own organization, the conversation offers a practical look at how to build something that lasts beyond the pilot stage.