platform · Microsoft

Azure OpenAI development

OpenAI models under Azure's compliance envelope and enterprise agreements.

Category
platform
Vendor
Microsoft
We use it for
16 capabilities

The honest assessment

What it is
OpenAI models under Azure's compliance envelope and enterprise agreements.
Strongest at
enterprise compliance posture and integration with existing Microsoft estates
Trade-off
quota management and regional capacity can constrain scaling at short notice
Category
platform
Vendor
Microsoft

We hold no reseller commission on Microsoft. That is what makes the trade-off line above worth reading. It costs us nothing to tell you when this is the wrong choice.

Building with Azure OpenAI

Azure OpenAI is strongest at enterprise compliance posture and integration with existing Microsoft estates. We reach for it when that is the property a workload actually depends on, and we say so when it is not.

We start from the constraint, not the capability, what the system must never do, who signs off, and what happens when it is wrong. Six weeks to something running in production, not six quarters to a strategy document.

Alternatives in platform

Questions

What is Azure OpenAI best at?

Enterprise compliance posture and integration with existing Microsoft estates.

When would you not use Azure OpenAI?

Quota management and regional capacity can constrain scaling at short notice. We would look at AWS Bedrock or Supabase in that situation.

Do you have a commercial relationship with Microsoft?

No. We hold no reseller commission on any technology we recommend, which is what lets the trade-off above be stated plainly.

Can you work with our existing Azure OpenAI setup?

Yes. We would rather extend and stabilise something that already works than introduce a parallel system your team has to learn.

Working with Azure OpenAI?

Tell us the workload and we will tell you whether this is the right tool for it.

Or email bd@dtrasglobal.com · call +91 74118 77878