Spyglass MTG Blogs

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

Unifying Retrieval for AI Agents with Azure AI Search and Foundry IQ

Azure AI Search and Foundry IQ work together to create a unified retrieval layer for AI applications. Azure AI Search provides the underlying...

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3 min read

AI - Embracing the Boogeyman

I have 19 years of experience within the Information Technology Space, the past 10 of those years have been spent in the capacity of supporting...

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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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5 min read

The battle of the AI Protocols: MCP vs A2A

Reshaping AI Forever While obsessing over ChatGPT vs Claude, a far more consequential battle has been raging behind the scenes. Two protocols,...

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2 min read

Unleashing the Power of Agentic, Multimodal Architectures for Document Discovery

In today’s data-rich environment, the ability to efficiently discover and analyze documents is central to business intelligence, legal compliance,...

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5 min read

Exploring SQL RAG: Revolutionizing GenAI with SQL Generation

By combining AI for unstructured and structured data assets, we are helping organizations unlock the full potential of their data, drive innovation,...

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4 min read

Align your Data, Governance, and AI Stars using Spyglass Constellation

AI isn’t just the shiny new thing anymore—it’s the engine driving innovation and efficiency across industries. Whether it’s healthcare, finance,...

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6 min read

Introducing SQL Database in Microsoft Fabric

Microsoft Fabric has traditionally concentrated on analytical databases, data transformation, and data visualization. Recently, Microsoft has...

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3 min read

Modern AI - Journeying from Productive to Transformative

The Impact of AI Today – Where do organizations fit? When it comes to building productivity solutions, most organizations are primarily focused on...

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