Beginner To Builder with Azure AI Foundry

Does anyone else feel utterly overwhelmed by the concept of learning generative AI, or is it just me?!

I love the variety you get when working in tech, but the rate of change can be hard to stay on top of - and when it comes to GenAI, it feels like it’s flying past me at a rate of knots.

I like to think I’m a dab hand with ChatGPT and Copilot, and I’ve done my fair share of prompting, but these days I can’t open LinkedIn without being bombarded by posts and images on topics like Agentic AI, MCP, and don’t even get me started on the latest image generation features from OpenAI…

👆 Yes - I made the image above using ChatGPT. Sorry, not sorry.

I’m taking it upon myself to go deeper into the world of AI, but I know I need to narrow the scope to avoid being overwhelmed. I also want to build on the skills and experiences I already have with Microsoft Azure. That way, I’m laying foundations on solid ground - not starting from absolute zero.

I’ve got a rough idea of where to begin (shoutout to the Azure AI Fundamentals certification on Microsoft Learn), but I find even that content fairly broad. And I know from experience: I learn best by doing.

Why Azure AI Foundry?

That’s why I’ve decided to anchor my learning on Azure AI Foundry - using the Fundamentals content as background reading, and getting hands-on within a self-contained platform that lets me move from beginner to builder, one step at a time.

I’ve chosen this platform because it offers a safe, structured space to explore GenAI specifically within the Azure ecosystem - my area of expertise - without the chaos of piecing everything together from scratch.

Azure AI Foundry brings together the key elements needed to build, customise, deploy, and scale GenAI-powered applications - all in one place. For someone like me, looking to explore real-world use cases without getting lost in the weeds, that’s a huge advantage.

What to Expect from This Series

I’m calling this series Beginner to Builder with Azure AI Foundry, because - quite literally - that’s the journey I’m on. I’ll be learning in public, documenting my findings, and sharing them in a way that helps others who might be in a similar place.

Expect posts that:

• Break down AI Foundry into digestible, logical chunks

• Explore strategic planning, customisation, optimisation, and operational considerations

• Reflect on real-world applicability, not just technical possibilities

• Speak to those who are curious but unsure where to start

If you’re keen to explore GenAI from a practical, Azure-first perspective - without trying to absorb everything at once - this series is for you.

First post dropping soon - keep an eye out!

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Disclaimer: The views expressed in this blog are my own and do not necessarily reflect those of my employer or Microsoft. AI tools were used to assist with structure, spelling, and grammar — not for content authoring or ideas.