Spyglass MTG Blogs

Data and AI

3 min read

Choosing the Right AI Approach for Text Classification

Text classification is already embedded in most enterprises, even if teams don’t call it that. Support ticket routing, document tagging, incident...

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4 min read

Mapping Microsoft Fabric to the Medallion Architecture

Modern enterprise data architectures are often organized using the Medallion Architecture paradigm, which segments data processing into Bronze,...

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1 min read

Unifying Enterprise Data with Databricks Unity Catalog: A Real-World Success Story

In today’s enterprise landscape, data often lives in silos — across on-premises systems, cloud databases, and analytics platforms. When we started...

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2 min read

From Data Warehouse Subject Areas to Agentic Intelligence Data Grounding: A New Paradigm in Data Architecture

For decades, the Data Warehouse Subject Area pattern has served as the backbone of enterprise data architecture. These subject areas, such as Sales,...

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1 min read

The Skills Behind Copilot Agent Studio: Why It’s Not a Technical Job

When people first hear about Copilot Agent Studio, they may assume it requires the same skills as data engineering or traditional software...

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2 min read

Accelerating Data Ingestion with Microsoft Fabric: A Lakehouse-Based Framework Using Pipelines, PySpark, and Medallion Architecture

In today’s data-driven landscape, organizations are under pressure to ingest, transform, and analyze external data sources rapidly and reliably. As...

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3 min read

Building Intelligent Agents on Azure: Best Practices for Agent Development

As enterprises increasingly embrace AI to automate workflows, enhance customer experiences, and streamline operations, the concept of intelligent...

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4 min read

Securing Agents Created with Copilot and Copilot Studio

With the rise of being able to create high-value AI-powered agents using Microsoft Copilot and Copilot Studio, there is a corresponding rise in the...

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3 min read

When “Advanced” Felt Like a Loss — The Response to ChatGPT-5

In early August 2025, OpenAI released ChatGPT-5 with the kind of anticipation usually reserved for major product launches. The company framed it as a...

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5 min read

Unleashing the Power of Azure AI Foundry Agents: A Deep Dive into Knowledge and Action Tools

Imagine an AI agent capable of seamlessly combining knowledge retrieval, action-oriented functionality, and advanced analytics to deliver...

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4 min read

Introducing Microsoft Fabric Data Agent

With apologies to Dr. Dolittle: If you could talk to your data, just imagine it Chatting to a lakehouse in SQL Imagine speaking to a semantic model,...

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4 min read

Overcoming SharePoint BDC Challenges: Transitioning from DotNetAssembly to OData Model

In the ever-evolving world of SharePoint integration, adapting to changes in technology can be a daunting task. Recently, our team faced a...

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