Forward-Deployed Engineers Are The Training Wheels For AI Reinvention
$9B in three months: tech giants are embedding engineers inside customer operations to make AI agents actually work.
Why it matters
Forward-deployed engineers represent a structural shift in how AI gets adopted at scale — moving from software product to managed service model. This changes how enterprises budget for AI, hire, and think about vendor lock-in.
The key facts
5 to knowFour technology providers committed ~$9B to forward-deployed engineering between May 4–July 15, 2026
Anthropic launched $1.5B enterprise services venture with Blackstone
Deloitte formalized FDE practice in December 2025
FDE framed as 'training wheels for AI reinvention' — suggests temporary scaffolding model for deployment
Embeds engineers inside customer buildings (on-site deployment model)
Go to the source
Forrester Blogforrester.com
Publisher excerpt: Deloitte named a forward-deployed engineering (FDE) practice back in December 2025. At the time, it read as a consulting rebrand with better vocabulary. Then, between May 4 and July 15 of this year, four technology providers committed roughly $9 billion to putting their own engineers inside their…