I Help Build AI-Powered Azure Integration and Agentic AI Solutions That Transform Enterprises
For over 25 years, I’ve helped organizations solve complex enterprise integration challenges using Microsoft technologies. As a Microsoft Azure MVP for more than 22 years, I design and deliver mission-critical Azure solutions built on Azure Logic Apps, Azure Service Bus, Azure API Management (APIM), and Azure AI.
Whether you’re planning a BizTalk Server to Azure Integration Services migration, implementing AI-driven automation, or need a hands-on Azure architect to lead and mentor your team, I deliver secure, scalable, production-ready solutions that create measurable business value.
Stephen W. Thomas
If you’re starting a new project with Azure AI Technologies or Azure Integration Services—or already have one underway—I’m available for both short- and long-term consulting engagements.
I work with organizations globally, supporting teams on-site or remotely, and can engage in whatever capacity fits your needs — from a few hours a week to full-time project leadership. Whether you need hands-on delivery, architectural guidance, or experienced oversight, I adapt to where your project is and what will move it forward.
Core focus areas include:
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Azure Integration Services architecture and development
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Azure AI and agentic solution design and implementation
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On-site Azure Integration Services training and mentoring
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BizTalk Server to Azure Integration Services migrations
My goal is simple: reduce risk, bring clarity, and help your project succeed — whether that’s modernizing integration platforms, introducing AI-driven workflows, or enabling teams to confidently ship production-ready solutions.
If you’re looking for experienced, hands-on Azure Integration and AI support, let’s talk.
Recent Blog Posts
Run GPT-OSS:20B LLM Offline using Ollama on Nearly Any Machine — Full Setup Guide
Most AI models require internet access and powerful GPUs, but GPT-OSS changes the game. With Ollama, you can install and run this large language model entirely offline, even on a laptop or Azure VM. In this guide, I’ll walk you through setting it up, explain the...
Free vs. Pro: Does Paid GitHub Copilot Agent Chat Improve C# API Builds?
Building reliable C# API applications can be complex, especially when integrating backend systems and automating repetitive tasks. In this post, I’ll demonstrate how GitHub Copilot Agent Chat, powered by a Pro Subscription—utilizing premium models like Claude 4.0—can...
How to Expose Local APIs to AI Agents with MCP and GitHub Copilot Agent Mode in VS Code
Getting your APIs to work seamlessly with AI agents doesn’t have to mean hours of coding or complicated configuration. In this guide, I’ll show you how to build a Model Context Protocol (MCP) server directly in VS Code using GitHub Copilot Agent Mode — leveraging...
Vibe Coding: Build a C# API App with AI Agents in VS Code — No Coding Needed
AI-powered software development is changing the way we code. In this guide, I’ll show you how to build your first complete C# API application—including a SQL backend and unit tests—without writing any code yourself. Using a “vibe coding” approach, we’ll let an AI...
De-SOAPing Services: Using Legacy SOAP with RESTful Logic Apps using Azure API Management
Struggling to integrate legacy SOAP-based services with modern RESTful APIs? This blog post explains exactly how you can streamline integrations by effectively adding and removing SOAP envelopes using Azure API Management. Legacy systems often still rely heavily on...
First Look: Building an Autonomous AI Agent with Logic Apps Agent Loop (Demo Included)
In this post, I’ll walk you through the main points of building an autonomous AI agent to play card games using Logic Apps Agent Loop. While playing cards may not be a typical enterprise use case, it’s an easy-to-understand scenario that demonstrates the power and...
First Look: Building a Human-in-the-Loop AI Agent with Azure Logic Apps Agent Loop (Demo Included)
Are you spending countless hours fixing recurring business issues that could be automated, but you still need a human touch for quality and compliance? AI has revolutionized automation, but specific workflows still require oversight and approval. That’s where...
Step-by-Step Guide to Azure Logic Apps Agent Loop
Today marks an evolutionary day for Azure Logic Apps! It is now possible to build AI Agents directly using the Azure Logic Apps Agent Loop. This new feature, currently in public preview, allows you to leverage any of the 1300+ connectors as tools inside your agents...
Recent Posts on LinkedIn
About Stephen W Thomas
I help organizations design, modernize, and deliver enterprise-grade Azure integration and AI solutions that are secure, scalable, and production-ready.
Based in Austin, Texas, I bring over 25 years of Microsoft integration experience, including more than 20 years working hands-on with BizTalk Server. I specialize in Azure Integration Services consulting, helping enterprises modernize legacy platforms using Azure Logic Apps, Azure Service Bus, and Azure API Management (APIM).
Today, my focus extends to Azure AI and agentic AI solutions, where I help organizations move beyond experimentation into governed, production-ready AI architectures on Azure. My work blends cloud integration architecture, AI orchestration, and hands-on delivery, ensuring solutions create measurable business value.
I’m an Azure MVP for over 22 years and remain deeply hands-on, working directly with teams across architecture, implementation, training, and enablement.
Stephen W. Thomas
Azure Integration Architect