Insights
Field notes from inside enterprise AI deployments
Written by the forward deployed engineers building these systems. Less prediction, more pattern.
May 2026
What AI deployment actually means inside an enterprise
Deployment is the part where AI stops being a demo and starts being a system. It is also the part most teams underestimate.
Read ›May 2026
AI employees vs AI agents - what the difference means for ROI
Two terms, two different design problems. One frames the work around a task, the other frames it around a role. The framing changes the system you build.
Read ›May 2026
Forward deployed engineers, explained
Forward deployed engineering is how modern AI deployments actually ship. Here is what the role is, what it is not, and why it matters now.
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From first deployment to durable product.
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