In this issue:
Ace Aviator of the Month
April’s Ace Aviator: Andrew Wilson
Andrew Wilson - Chief Consulting Officer (CCO) at Black MarbleWhat's your role and title? What are your responsibilities?
I am the Chief Consultancy Officer at Black Marble, a multi-award-winning software company with a big focus on the Microsoft stack.
I work with a talented team of consultants to help our customers get the most out of Azure. My role is all about enabling organisations to modernise, integrate, and optimise their systems, always with an eye on DevOps best practices.
I’m involved across most of the software development lifecycle, but my focus tends to lean toward consultations, gathering requirements, and architecting solutions that solve real-world problems.
I work across a range of areas including application modernisation, BizTalk to Azure Integration Services (AIS) migrations, system integrations, and cloud optimisation. Over time, I've developed a strong focus on Azure, especially around AIS.
In short, I help bridge the gap between technical possibilities and business needs, making sure the solutions we design are both practical and future-ready.
Can you give us some insights into your day-to-day activities and what a typical day in your role looks like?
No two days are quite the same which keeps things interesting! I usually kick things off with a quick plan for the day (and a bit of reshuffling for the week ahead) to make sure we’re focused on what matters most for both customers and the team.
My time is a mix of customer-facing work, sales conversations with new prospects, and supporting existing clients, whether that’s through solution design, quick fixes, or hands-on consultancy. I’m often reviewing or writing proposals and architectures, and jumping in to support the team on delivery when needed.
There’s always some active learning in the mix too, reading, experimenting, or spinning up quick ideas to explore better ways of doing things.
We don’t work in silos at Black Marble, so I’ll often jump in where I can add value, whether or not I’m directly on the project. It’s a real team effort, and that collaboration is a big part of what makes the role so rewarding.
What motivates and inspires you to be an active member of the Aviators/Microsoft community?
I’ve always enjoyed the challenge of bringing systems and applications together, there’s something really satisfying about seeing everything click into place and knowing it’s driving real business value
What makes the Aviators and wider Microsoft community special is that everyone shares that same excitement. It’s a group of people who genuinely care about solving problems, pushing technology forward, and learning from one another.
Being part of that kind of community is motivating in itself, we’re all collaborating, sharing ideas, and helping shape a better, more connected future. It’s hard not to be inspired when you’re surrounded by people who are just as passionate about the work as you are.
Looking back, what advice do you wish you had been given earlier that you'd now share with those looking to get into STEM/technology?
Stay curious, always ask “why,” and don’t be afraid to get things wrong, because you will, and that’s how you learn. Some of the best breakthroughs come after a few missteps (and maybe a bit of head-scratching).
It’s easy to look around and feel like others have it all figured out, don’t let that discourage you. Everyone’s journey is different, and what looks effortless on the outside often has a lot of trial and error behind it.
One of the best things about STEM is its diversity, there are so many different roles, paths, and people in this space. Whether you’re hands-on with code, designing systems, or solving data challenges, there’s a place for you. It’s not a one-size-fits-all, and that’s what makes it exciting.
Most importantly, share what you learn. Even if something’s been “done,” your take on it might be exactly what someone else needs to see to help them get started.
And yes, imposter syndrome is real, but don’t let it silence you. You belong here just as much as anyone else.
What has helped you grow professionally?
A big part of my growth has come from simply committing to continuous learning, whether that’s diving into new tech, attending conferences like Integrate, or being part of user groups where ideas (and challenges) get shared openly.
I’ve also learned to say yes to opportunities, even when they’ve felt a bit daunting at first. Pushing through the unknown, especially with the support of a great team and community, has led to some of my most rewarding experiences.
And finally, I try to approach everything with the mindset that I’m someone others can count on. That sense of responsibility has helped me stay focused, accountable, and constantly improving.
If you had a magic wand that could create a feature in Logic Apps, what would it be and why?
Wow, what an exciting question! If I had a magic wand, the first thing I’d add is having the option to throw exceptions that can be caught by try-catch scope blocks, this would bring much-needed clarity and flexibility to error handling. It’s a feature that would really help build more resilient and maintainable solutions.
Then, the ability to break or continue loops, sometimes you need that fine-tuned control to keep your workflows running smoothly without extra workarounds.
And lastly, full GA support for unit and integration testing, because testing is the backbone of reliable software, and having that baked in would save so much time and stress down the line.
News from our product group
Logic Apps Live May 2025Missed Logic Apps Live in May? You can watch it here. We focused on the Logic Apps big announcements from Microsoft Build 2025. There are a lot of great things to check! | |
Announcing agent loop: Build AI Agents in Azure Logic AppsThe era of intelligent business processes has arrived! Today, we are excited to announce agent loop, a groundbreaking new capability in Azure Logic Apps to build AI agents into your enterprise workflows. With agent loop, you can embed advanced AI decision-making directly into your processes – enabling your apps and automation to not just follow predefined steps, but to reason, adapt, and act autonomously towards goals. | |
Agent Loop DemosWe announced the public preview of agent loop at Build 2025. Agent Loop is a new feature in Logic Apps to build AI Agents for use cases that span across industry domains and patterns. In this article, share with you use cases implemented in Logic Apps using agent loop and other features. | |
Announcement: Azure Logic Apps Document Indexer in Azure Cosmos DBWe’re excited to announce the public preview of Azure Logic Apps as a document indexer for Azure Cosmos DB!00 With this release, you can now use Logic Apps connectors and templates to ingest documents directly into Cosmos DB’s vector store—powering AI workloads like Retrieval-Augmented Generation (RAG) with ease. | |
Announcement: Logic Apps connectors in Azure AI Search for Integrated VectorizationWe’re excited to announce that Azure Logic Apps connectors are now supported within AI Search as data sources for ingestion into Azure AI Search vector stores. This unlocks the ability to ingest unstructured documents from a variety of systems—including SharePoint, Amazon S3, Dropbox and many more —into your vector index using a low-code experience. | |
Announcement: Power your Agents in Azure AI Foundry Agent Service with Azure Logic AppsWe’re excited to announce the Public Preview of two major integrations that bring the power of Azure Logic Apps to AI Agents in Foundry – Logic Apps as Tools and AI Agent Service Connector. Learn more on our announcement post! | |
Codeful Workflows: A New Authoring Model for Logic Apps StandardCodeful Workflows expand the authoring and execution models of a Logic Apps Standard, offering developers the ability to implement, test and run workflows using an imperative programming model both locally and in the cloud. | |
Announcing the General Availability of the Azure Logic Apps Rules Enginewe are announcing the General Availability of our Azure Logic Apps Rules Engine. A deterministic rules engine runtime based on the RETE algorithm that allows in-memory execution, prioritization, and reevaluation of business rules in Azure Logic Apps. | |
Integration Environment Update – Unified experience to create and manage alertsWe’re excited to announce the next milestone in our journey to simplify monitoring across Azure Integration Services. As a follow-up to our earlier preview release on unified monitoring and dashboards, we’re now making it easier than ever to configure alerts for your integration applications. | |
Automate Invoice data extraction with Logic Apps and Document IntelligenceThis blog post demonstrates how you can use Azure Logic Apps, the new Analyze Document Details action, and Azure OpenAI to automatically convert invoice images into structured data and store them in Azure Cosmos DB. | |
Log Ingestion to Azure Log Analytics Workspace with Logic App StandardDiscover how to send logs to Azure Log Analytics Workspace using Logic App Standard for VNet integration. Learn about shared key authentication and HTTP action configuration for seamless log ingestion. | |
Generating Webhook Action Callback URL with Primary or secondary Access KeyLearn how to manage Webhook action callback URLs in Azure Logic Apps when regenerating access keys. Discover how to use the accessKeyType property to ensure seamless workflow execution and maintain security. | |
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Announcing the Public Preview of the Applications feature in Azure API managementDiscover the new Applications feature in Azure API Management, enabling OAuth-based access to APIs and products. Streamline secure API access with built-in OAuth 2.0 application-based authorization. |
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GA: Inbound private endpoint for Standard v2 tier of Azure API ManagementToday, we are excited to announce the general availability of inbound private endpoint for Azure API management Standard v2 tier. Securely connect clients in your private network to the API Management gateway using Azure Private Link. |
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Announcing the open Public Preview of the Premium v2 tier of Azure API ManagementAnnouncing the public preview of Azure API Management Premium v2 tier. Experience superior capacity, highest entity limits, and unlimited calls with enhanced security and networking flexibility. |
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Announcing Federated Logging in Azure API ManagementAnnouncing federated logging in Azure API Management. Gain centralized monitoring for platform teams and autonomy for API teams, streamlining API management with robust security and operational visibility. |
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Introducing Workspace Gateway Metrics and Autoscale in Azure API ManagementIntroducing workspace gateway metrics and autoscale in Azure API Management. Efficiently monitor and scale your gateway infrastructure with real-time insights and automated scaling for enhanced reliability and cost efficiency. |
Introducing Model Logging, Import from AI Foundry, and extended model support in AI GatewayIntroducing workspace gateway metrics and autoscale in Azure API Management. Efficiently monitor and scale your gateway infrastructure with real-time insights and automated scaling for enhanced reliability and cost efficiency. | |
Expose REST APIs as MCP servers with Azure API Management and API Center (now in preview)Discover how to expose REST APIs as MCP servers with Azure API Management and API Center, now in preview. Enhance AI integration with secure, observable, and scalable API operations. | |
Now in Public Preview: System events for data-plane in API Management gatewayAnnouncing the public preview of new data-plane system events in Azure Event Grid for the Azure API Management managed gateway. Gain near-real-time visibility into critical operations, automate responses, and prevent disruptions. |
News from our community
Agentic AI – A Potential Black Swan Moment in System Integration
Video by Ahmed Bayoumy
Discover how Agentic Logic Apps are revolutionizing system integration with AI-driven workflows. Learn how this innovative approach transforms business processes by understanding goals, deciding actions, and using predefined tools for smart orchestration.
Microsoft Build: Behind the Scenes with Agent Loop Workflow A New Phase in AI Evolution
Video by Ahmed Bayoumy
Explore how Agent Loop brings “human in the loop” control to enterprise workflows, on this video by Ahmed, sharing insights directly from Microsoft Build 2025, in a chat with Kent Weare and Divya Swarnkar.
Microsoft Build 2025: Azure Logic Apps is Now Your AI Agent Superpower!
Post by Sagar Sharma
Discover how Azure Logic Apps is transforming AI agent development with new capabilities unveiled at Microsoft Build 2025. Learn about Agent Loop, AI Foundry integration, Document Indexer, and more for intelligent, adaptive workflows.
Everyone is talking about AI Agents — Here’s how to actually build one that works
Post by Mateusz Partyka
Learn how to build effective AI agents with practical strategies and insights. Discover tips on choosing the right tech stack, prototyping fast, managing model costs, and prompt engineering for optimal results.
Agent Loop | Azure Logic Apps Just Got Smarter
Post by Andrew Wilson
Discover Agent Loop in Azure Logic Apps – now in preview - a revolutionary AI-powered integration feature. Enhance workflows with advanced decision-making, context retention, and adaptive actions for smarter automation.
Step-by-Step Guide to Azure Logic Apps Agent Loop
Post by Stephen W. Thomas
Dive into the step-by-step guide for creating AI Agents with Azure Logic Apps Agent Loop – now in preview. Learn to leverage 1300+ connectors, set up OpenAI models, and build intelligent workflows with no-code integration. You can also follow Stephen’s video tutorial
Confessions of a Control Freak: How I Learned to Love Low Code (with Logic Apps)
Post by Peter Mugisha
Discover how a self-confessed control freak learned to embrace low-code development with Azure Logic Apps. From skepticism to advocacy, explore the journey of efficient integration and streamlined workflows.
Logic Apps Standard vs. Large Files: Common Hurdles and How to Beat Them
Post by Şahin Özdemir
Learn how to overcome common hurdles when handling large files in Logic Apps Standard. Discover strategies for scaling, offloading memory-intensive operations, and optimizing performance for efficient integration.
There is a new-new Data Mapper for Logic App Standard
Post by Sandro Pereira
Discover the new Data Mapper for Logic App Standard, now in public preview. Enjoy a modern BizTalk-style mapper with code-first, schema-aware experience, supporting XSLT 3.0, XSD, and JSON schemas for efficient data mapping! A Friday Fact from Sandro Pereira.
The name of When a HTTP request is received trigger affects the workflow URL
Post by Sandro Pereira
Discover how the name of the "When a HTTP request is received" trigger affects the workflow URL in Azure Logic Apps. Learn best practices to avoid integration issues and ensure consistent endpoint paths.
Changing APIM Operations Doesn’t Update their PathTemplate
Post by Luis Rigueira
Learn how to handle PathTemplate issues in Azure Logic Apps Standard when switching APIM operations. Ensure correct endpoint paths to avoid misleading results and streamline your workflow. It is a Friday Fact, brought to you by Luis Rigueira!
Published Jun 02, 2025
Version 1.0WSilveira
Microsoft
Joined February 03, 2022
Azure Integration Services Blog
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