Building and Deploying Intelligent Health Chatbots with Azure Health Bot


In recent years, the field of healthcare has witnessed a remarkable transformation driven by advancements in artificial intelligence and machine learning. One such breakthrough technology is the development of health chatbots, which leverage the power of conversational AI to enhance patient engagement, provide timely information, and improve overall healthcare experiences. Azure Health Bot, an intelligent chatbot service by Microsoft, has emerged as a game-changer, empowering healthcare organizations to build and deploy robust health chatbots effortlessly. This article will explore the capabilities of Azure Health Bot and how it revolutionizes healthcare delivery.

What is Azure Health Bot?

Azure Health Bot is a cloud-based service offered by Microsoft that combines natural language understanding, machine learning, and conversational AI to enable the creation of intelligent health chatbots. This powerful tool allows healthcare providers to engage with patients, provide personalized support, deliver relevant health information, and even assist in the triage process.

Getting Started with Azure Health Bot

Go to Azure Portal and search Azure Health Bot, then click on Create.

Choose the subscription, resource group, region, plan, and type the resource name. Then, click on Review + create.

Once the resource is created, open the health bot management portal using the Management portal link.

From the sidebar, choose Template Catalog.

You will see multiple templates grouped by categories, for this example, we are going to choose CDC HRQoL-14 under Patient Reported Outcomes category. Click on Open.

Click on Import from the pop-up window that opened.

You have created the healthcare bot and as you can see, on the left is the flow pre-defined for this template.

Let's test the bot from this window. First, you need to know that you must tell the bot about how you're feeling right now or in the past. These are some possible options you can ask the bot:

  • I'm sad
  • I have insomnia
  • I have headache

After you told the bot about your state (feelings, aches, etc), it tells you what symptoms were detected based on its knowledge base. Then, the bot will ask you some questions in order to collect additional information and give you suggested care.

The first questions are about your sex and age. Then, the bot will ask you if you have any of the symptoms reported in similar cases to you.

Let's try another situation. If the bot isn't sure about what you're trying to say, it will suggest you one or more symptoms and you must answer with yes or no.

At the final, the bot will give you a summary and the suggested care. In case your answers aren't enough to find a possible cause, the bot will apologize for it.

Deploying and Scaling the Health Chatbot

Once you have built your health chatbot using Azure Health Bot, deploying and scaling it becomes effortless. Azure Health Bot offers flexible deployment options, allowing you to embed the chatbot on your website, mobile app, or even popular messaging platforms like Microsoft Teams or WhatsApp. Microsoft's robust cloud infrastructure ensures high availability, scalability, and security for your chatbot deployment.

From the sidebar, go to Secrets and Keys under Integration and copy the App and Webchat secrets.

To deploy the Health Bot, Microsoft has created a container sample to do it. Go to and click on Deploy to Azure.

Choose the same resource group we used for creating the Azure health bot and paste the App and Webchat secrets. Then, click on Review + create.

Once the deployment is finished you need to open the Web App page by clicking the default domain.

You can test the deployed website and share it with others for testing and feedback.



Monitoring and Continuous Improvement

Azure Health Bot provides comprehensive analytics and monitoring capabilities, allowing you to gain insights into user interactions, identify areas for improvement, and refine your chatbot's performance over time. The platform offers valuable metrics such as user satisfaction, chatbot utilization, and frequently asked questions, enabling you to optimize the chatbot's effectiveness and enhance patient experiences.

If you want to know more about Azure Health Bot, you can take this learning path:


Azure Health Bot empowers healthcare organizations to harness the potential of conversational AI and build intelligent health chatbots that revolutionize patient engagement and healthcare delivery. By leveraging Azure Health Bot's capabilities, healthcare providers can streamline administrative tasks, provide personalized support, and deliver timely and accurate health information to their patients. With its ease of use, powerful integration options, and continuous improvement capabilities, Azure Health Bot paves the way for a more patient-centric and efficient healthcare ecosystem.

Thanks for reading

Thank you very much for reading. I hope you found this article interesting and may be useful in the future. If you have any questions or ideas you need to discuss, it will be a pleasure to collaborate and exchange knowledge.

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