Hi Bose
There is no announcement of bringing "Deep Research" in Azure OpenAI. You can post our idea in feedback forum feedbackportal. for Product team attention. There are other Gen AI models available (1875) in AI project under AI foundry hub, you can leverage.
Here model family supported in Azure AI foundry - Models available in Azure AI model inference
Thank You.