The forward deployed engineer playbook with John Heintz

As AI adoption scales, why do most AI projects still fail to deliver measurable ROI — and what role closes that gap?

In this session, John Heintz, Senior Global Systems Engineering Director at Selector, breaks down the role of the Forward Deployed Engineer (FDE) and why it has become critical to making AI outcomes stick in production network environments.

He covers:

• The real difference between a Sales Engineer and a Forward Deployed Engineer — proving a solution versus operationalizing it
• Why data fragmentation, inconsistent tooling, and continuous validation make dedicated technical ownership necessary
• How Selector structures its codebase — per-customer repositories feeding into a shared base repo — to scale institutional knowledge across accounts
• Real customer examples, from temporary event deployments to a full network digital twin used for change-risk testing
• Why major AI vendors are now investing billions in FDE-style organizations to ensure AI adoption translates into real operational results

This session offers a grounded look at what it actually takes to move AI from a proof of concept to a system teams can depend on day to day.