Author: Subhro

Demystifying Azure AI – Article 4 of 6

While Azure OpenAI gives you easy access to powerful models like GPT-4 and Codex, many enterprises are asking deeper questions:

What if we want to build models that speak our language?
What if our data is too sensitive to share outside?
What if GPT is too big, expensive, or overkill for our tasks?

That’s where Azure AI Foundry steps in — giving you the tools to create your own GenAI models, evaluate their performance, add safety controls, and deploy them on your terms.

This is your AI factory — fully managed, but fully yours.

Continue reading “Azure AI Foundry — Build and Own Your GenAI Stack”

Unleashing Generative Power with Azure OpenAI

By now, you’ve probably chatted with GPT, been blown away by DALL·E’s visuals, or seen GitHub Copilot writing eerily good code. All of these experiences stem from the incredible foundation models built by OpenAI.

But here’s the catch: using them responsibly — with enterprise-grade security, network control, and real-world integration — that’s where Azure OpenAI steps in.

This article is not about just accessing GPT-4. It’s about how you build with it, ground it with your data, and deploy it with confidence in your own Azure environment.

Continue reading “Azure OpenAI — Power of GPT, the Azure Way”

Let’s face it — not every AI use case needs you to fine-tune a 40-billion parameter model or launch a fleet of GPUs.

Sometimes, what you really need is simple:

• • • Understand what a customer just said

    • Pull structured data from messy PDFs

    • Detect objects in an image

    • Translate text on the fly

    • Convert voice to text — and back again

That’s exactly where Azure AI Services come in. You’re not reinventing the wheel — you’re borrowing Microsoft’s years of AI research and plugging it into your application with a few lines of code.

Azure AI Services is a powerful set of prebuilt APIs covering vision, speech, language, content moderation, document understanding, and more — all production-ready and backed by Microsoft’s research and enterprise-grade support.

This article is about how you actually do that, without getting lost in the jargon.

Continue reading “Azure AI Services — Intelligence, Prebuilt and Ready”