# Turn Your IT Team Into Forward-Deployed Engineers

Page: https://stenobird.com/podcast/ypo-technology-network-ai-brief-7728971/turn-your-it-team-into-forward-deployed-engineers
Text version: https://stenobird.com/podcast/ypo-technology-network-ai-brief-7728971/turn-your-it-team-into-forward-deployed-engineers.md
Podcast: [YPO Technology Network AI Brief](https://stenobird.com/podcast/ypo-technology-network-ai-brief-7728971)
Published: 2026-07-24T10:00:00+00:00
Episode link: https://rss.com/podcasts/ypo-technology-network-ai-brief/3015204
Audio file: https://content.rss.com/episodes/382927/3015204/ypo-technology-network-ai-brief/2026_07_23_09_18_14_58feb215-52c6-4c49-ad96-70bec1e1ef3a.mp3
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Duration seconds: 571

## Resource

Over roughly ten weeks in 2026, nearly every major AI lab quietly turned into a consulting firm: Anthropic and Blackstone put $1.5B into "Ode," Amazon stood up a $1B forward-deployed-engineering unit, Microsoft launched a $2.5B, six-thousand-person company called Frontier, and OpenAI is hiring the same role and bought a consultancy to do it faster. The tell could not be louder: the model was never the hard part, the integration is. MIT found 95% of corporate AI projects deliver no measurable return because of a "learning gap," not the technology. Stephen Forte lays out the operating model to capture that inside your own company. Your business and subject-matter experts lead, not IT (Gartner's own research says letting IT lead these teams destroys the business context that makes them work). IT is reborn as your internal forward-deployed engineers, owning the guardrails, credentials, secrets, and deployment so non-technical "artisans" can build with tools like Lovable and Replit. Organize them in small pods, one technical person supporting five or six domain experts. Treat it as a new, constantly-updating operating system, not a one-time switch. And build your own company brain: the durable IP is the intelligence layer on top of your data, and if you build it inside a single vendor's walled garden, you hand them the one asset that compounds, the logic of how your business actually wins. Rent the tools. Own the crown jewel.

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## Transcript

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