As organizations scale their Microsoft Fabric implementations, structuring workspaces and capacities becomes key to maintaining balance between agility, control, and cost. In my latest video, I explore two architecture patterns: 7-Workspace Architecture Bronze: Raw ingestion Silver (Dev/Test/Prod): Curated and transformed layers Gold (Dev/Test/Prod): Business-ready semantic models and reports Optimized using a dedicated Dev capacity [...]
Snowflake as a Competitor With the recent introduction of Snowflake Cortex and Snowflake Intelligence, it's evident that Snowflake is investing significantly in integrating retrieval-augmented generation (RAG) and agentic AI capabilities into its SaaS data platform. Microsoft Fabric is advancing in the same direction, with features like Copilot, AI Functions, and Data Agents - but [...]
We’ve all seen them—those lifeless pie charts buried in dashboards, silently displaying data with no context, no story, and no spark. A few weeks ago, I found myself staring at one and thinking, “There has to be a better way.” I didn’t want just another chart; I wanted a visual that helped [...]
Managing multi-cloud billing data efficiently is critical for organizations striving to balance cost optimization, transparency, and sustainability. Currently, many organizations struggle to consolidate could billing data from different providers in a single unified solution. Have different ingestion scenarios, siloed data architectures, and various data formats and granularities when combining cloud billing data from various [...]
