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There is a gap in enterprise AI that almost nobody is writing about honestly. It sits between the proof of concept and production. Between the pilot that impressed everyone and the system that actually runs the business. Between "AI strategy" as a slide deck and AI strategy as a set of architectural and governance decisions that compound over years. That gap is what The Deployment Layer is for. I'm Gauri — a senior AI leader with a focus on LLM architecture, enterprise AI strategy, and Responsible AI governance. My work is with organizations that are serious about AI — not experimenting with it, but operationalizing it at scale, with the rigor and accountability that real deployment demands. Every week I publish one piece of thinking designed to close that gap. Practical. Opinionated. Built for the people who carry the weight of making AI work in the real world. If that is you — welcome. → linkedin.com/in/gv2011 → x.com/gauriiverma