- What changed
- Vinoo Ganesh published an analysis defining the role, strategy, and organizational structure of Forward Deployed Engineers across AI labs and enterprises.
- Why you should care
- Forward deployed engineering has become a central organizational function for deploying AI products directly inside customer operations.
- Your move
- Watch. Monitor how AI labs formalize deployment roles.
- What to watch next
- Further publications or structural shifts in how AI labs manage customer-facing engineering teams.
- Event
- opinion
- Event date
- Sep 12, 2026
- Relevant to
- General AI readers
