Building On‑Prem AI Agents with Azure Local, Foundry Local, and Microsoft Agent Framework
A practical architecture and implementation guide for deploying AI agents on-premises using Azure Local, Foundry Local, and Microsoft Agent Framework.
Join me on a journey where every post brings a fresh perspective. This blog is for those who are driven by curiosity and a desire to learn.
A practical architecture and implementation guide for deploying AI agents on-premises using Azure Local, Foundry Local, and Microsoft Agent Framework.
On March 31, 2026, Microsoft launched Agent Evaluation in general availability, fundamentally changing how teams validate Copilot agents. This guide explains how Agent Evaluation and the Copilot Studio Kit serve different—but complementary—roles in your quality assurance strategy, and when to use each one.
Azure Local is Microsoft's distributed infrastructure solution that extends Azure capabilities to customer-owned environments. This article provides a comprehensive overview of Azure Local, Foundry Local, and Microsoft 365 Local, their use cases, deployment options, and best practices for IT architects and decision-makers considering on-premises Azure solutions. With an appendix on agentic AI use cases on Azure Local and Foundry Local.
a structured approach to building and deploying AI agents
Copilot Studio (Preview) is a Visual Studio Code extension developed by Microsoft to streamline creating and managing custom agents within the VS Code environment. By integrating with Microsoft Copilot Studio, this extension lets developers work on AI agent components using VS Code's powerful editing features.
Learn how to add user authentication to specific topics in Microsoft Copilot Studio, enhancing security for sensitive information access.
The Copilot control system is an enterprise governance framework for managing AI assistants at scale. It provides comprehensive tools for securing AI data, administering copilots and agents, and measuring business impact. With this unified control system, organizations can confidently deploy Microsoft Copilot while maintaining compliance with security standards, managing permissions, and tracking adoption metrics. This article explores how different stakeholders—from IT admins to business leaders—use the control system to enable responsible AI innovation while mitigating risks
Autonomous agents transform enterprise automation by combining AI-driven intelligence with real-time adaptability. Unlike traditional automation, these systems can perceive, decide, and act independently, continuously learning from data to optimize processes. This article explores how technologies like Microsoft's Copilot Studio are leading this evolution and why implementing autonomous agents is becoming a strategic imperative for forward-thinking organizations.
A comprehensive analysis of agentic AI and Microsoft's autonomous agents, exploring their unique features, use cases, and technological underpinnings.
Microsoft MVP & MCT | Low Code Hacker | Copilot, Copilot Studio, Power Platform & Azure Architect
I’m a Microsoft MVP, specializing in agentic AI, autonomous systems, and the Microsoft Power Platform—with a focus on Copilot Studio and Azure AI Services. This blog provides practical insights and real-world approaches to building secure, scalable, and responsible AI solutions. Your feedback is always welcome—let’s start the conversation.