1. Virtual Network (VNet) What it is: A logically isolated network for your Azure resources — like a virtual version…
Service Endpoints : Secure but Not Private A Service Endpoint allows your VNet’s identity to reach an Azure service (such as Storage or SQL…
https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/superagency-in-the-workplace-empowering-people-to-unlock-ais-full-potential-at-work 1/ 90% of companies “use AI,” but 67% are still stuck in pilot mode The issue of AI is…
Azure Delta Lake is a method to wrap Parquet data formats, in a ‘neutral’ format for data processing. It is…
If you build a Data Lake or Lakehouse in Azure, or in AWS, and you choose ‘Delta Lake’ or the…
Azure Data Lake Concepts summarised. Why Delta Lake in Azure is a best practices implementation of a Data Lakehouse concept.…
Function App Role in an AI workflow A Function App is typically used for serverless, small-scale, and responsive tasks, ensuring…
RAG or Retrieval Augmented Generation services some standard use cases. Use Case: Customised AI system to address externally facing processes…
CoPilot (Azure, Microsoft), are autonomous bots that provide a user interface application and back end data processing. They can be…
Component Role Why It’s Needed Copilot / Client Application The user-facing interface where a query or request is initiated. This…