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In our previous article we explained what an FDE (Forward Deployed Engineer) is. This article introduces what an FDE actually does in the field. Across multiple AX projects we conducted a large number of interviews, and in the course of those diagnostics we identified many pain points. We explain the common root causes behind those pain points, and what TecAce solved with AI and how it was solved. In this article, AX refers to AI Transformation — applying AI to work in order

Enterprise AI OS is the operating layer that runs and governs an enterprise's many AI Workspaces & Agents and business resources under one shared policy. Across AI maturity Levels 0–4, the bottleneck sits between Level 2 and Level 3 — and that line is crossed with an operating system, not a bigger model. Governed Capability Skills, a Security & Policy Harness, a Tool/Resource Gateway, and AI Supervision build a scalable enterprise AI operating foundation that is not tied to a