Most AI initiatives don’t stall on models—they stall on data. The gap isn’t “which LLM?” or “which AutoML?” so much as “can the organization deliver trustworthy, governed, and semantically consistent data to those systems at the right cost and latency?” A Medallion Architecture answers that question by turning the lake/lakehouse into an operating model for…

AI is transforming the processes across retail from logistics to Customer Experience. There are plenty of articles covering all these various use cases, an admirable task but I feel there is a shortage of actual discussion around actual actionable strategy for decision makers that want to integrate AI into retail. Today we will do a…

Introduction As organizations transition into more data-centric operations, they face growing complexity around integrating, governing, and extracting insights from vast data sets. One proven blueprint for tackling this complexity is data medallion architecture, which organizes data into Bronze, Silver, and Gold layers (often called “medallions”). Now, with the introduction of Microsoft Fabric, enterprises can implement…

Introduction Imagine asking a question and getting an answer that feels like it came from an expert who just did their homework—scouring the latest research, diving into relevant documents, and then crafting the perfect response. That’s the power of Retrieval-Augmented Generation (RAG). At its core, RAG combines the best of two worlds: the creativity and…