Understanding the Microsoft Agentic AI Stack
A clear buyer-level map of Copilot Studio, Microsoft Foundry, Agent Framework, Microsoft IQ, Fabric and the governance services around enterprise agents.
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Practical guides to Microsoft Fabric, agentic AI, and the engineering that makes them work.
Microsoft Fabric & data engineering
Adopting Microsoft Fabric for Business and AI
A business-led way to decide where Fabric helps, choose one first use case, and prove reporting and AI value before expanding.
DevOps and Release Automation for Microsoft Fabric
How Fabric Git integration, deployment pipelines, and Azure DevOps move Fabric changes from development to production, and what still needs setup and checking.
Medallion Architecture for AI-Ready Data in Microsoft Fabric
How bronze, silver, and gold layers, a semantic model, and an optional ontology give Fabric agents traceable records, approved metrics, and explicit business entities.
Agentic AI & development
Monitoring Fabric Data Pipelines with the Operations Agent
What the preview Operations Agent for Pipelines watches, what it recommends, and where people remain responsible for corrective action.
Talk to Your Data with Agents in Power BI and Microsoft Fabric
Understand the native Power BI and Fabric agents, how other agents connect to them, and what actually controls data scope and answer quality.
Agentic Development for Power BI Reports and Semantic Models
Three ways AI coding agents can change Power BI reports and semantic models, what each approach can do, and where human review still matters.
Agent Context Through Microsoft IQ
How Work IQ, Fabric IQ, Foundry IQ and Web IQ give agents different forms of organizational context, how those capabilities are used, and where permissions and validation still matter.
Evaluating Production AI Agents with Microsoft Foundry
How Microsoft Foundry tests an agent before release, what traces and feedback add in production, and which success decisions stay with the business.
Copilot, Claude, and Codex: Choosing the Right Layer on a Microsoft Stack
A practical map of how Microsoft-oriented companies can choose employee AI experiences, agent runtimes, models, and data connections without assuming Copilot or a Microsoft harness is mandatory.
Agent-Assisted Development in Microsoft Fabric
How coding agents change Fabric pipelines, notebooks, and other items through Git, REST APIs, and MCP, and what evidence makes each change reviewable before release.
Governing Agents and Data in the Microsoft Agentic AI Stack
How Agent 365, Entra Agent ID, Fabric, Purview, Defender, Foundry and Copilot Studio divide agent governance across the lifecycle, and which release decisions stay with the application.