Five levers control all Delta table performance in Microsoft Fabric: resource profiles, V-Order, OPTIMIZE and Liquid Clustering, default behaviors, and VACUUM. A decision framework for data engineers and Fabric architects working with Lakehouses at scale.
A structured rubric for assessing Microsoft Fabric operational maturity. Six domains, five levels, and an interactive dashboard to score your deployment and surface prioritized gaps.
A phased, practical framework for making your Fabric semantic models AI-ready: metadata enrichment, Prep for AI configuration, Data Agent validation, and multi-surface deployment.