The Forward Deployed Engineer

In this episode, we dive into Chapter 7 of The Forward Deployed Engineer: Architecting the Last Mile of Enterprise AI by Sho Shimoda [1, 2]. We explore the crucial first two weeks of an FDE engagement, known as the discovery phase, and why compressing this timeline to rush into building is a costly mistake that leads to failed deployments [2, 3]. Tune in as we break down the three concrete outputs...

In this episode, we unpack Chapter 6 of The Forward Deployed Engineer: Architecting the Last Mile of Enterprise AI by Sho Shimoda [1, 2]. We explore why the FDE role is the single function in the AI industry where "soft skills" often outweigh technical skills as a predictor of long-term success [3]. We push back on the idea that soft skills are just vague, innate traits [4]. Instead, we reframe th...

In this episode, we dive into Chapter 5 of The Forward Deployed Engineer: Architecting the Last Mile of Enterprise AI by Sho Shimoda [1]. We explore the rapidly shifting technological landscape of enterprise AI and why the skills that produced a competent chatbot in 2023 will produce a brittle, failing deployment in 2026 [2, 3]. We break down the critical shift from passive, conversational chatbot...

In this episode, we unpack Chapter 4 of The Forward Deployed Engineer: Architecting the Last Mile of Enterprise AI by Sho Shimoda. We explore why an FDE must be, first and last, an engineer—and why their technical bar actually needs to be higher than a comparable platform engineer [1, 2]. Unlike Solutions Architects or Customer Success Managers, FDEs have no technical fallback. When an integration...

In this episode, we unpack Chapter 3 of The Forward Deployed Engineer: Architecting the Last Mile of Enterprise AI by Sho Shimoda. We explore why the first decision a company makes about its Forward Deployed Engineering (FDE) function is almost always wrong, a phenomenon Shimoda calls the "Classification Mistake" We break down the common traps of placing FDEs in the wrong reporting structure [3]....

In this episode, we dive into Chapter 2 of The Forward Deployed Engineer: Architecting the Last Mile of Enterprise AI by Sho Shimoda. We explore the concept of the "last mile"—a term borrowed from telecommunications and logistics to describe the hardest, most expensive part of a deployment. You will discover why, contrary to popular belief, AI actually makes this last mile longer and explodes the...

In this episode, we dive into Chapter 1 of The Forward Deployed Engineer: Architecting the Last Mile of Enterprise AI by Sho Shimoda. We explore the "Operator's Contradiction"—the paradox where operations-heavy businesses, like BPOs, are threatened by AI, yet possess the exact operational knowledge required to successfully deploy it. We trace the origins of the FDE role back to Palantir's "Delta"...