Describe AI Builder

AI Builder is a component of the Microsoft Power Platform that enables businesses to easily build and integrate custom AI models into their applications and workflows. With AI Builder, businesses can create custom AI models without requiring extensive data science or machine learning expertise.

The key features of AI Builder include:

  • Model Creation: AI Builder provides a visual, drag-and-drop interface for creating custom AI models. This makes it easy to build models that are tailored to specific business needs and use cases.
  • Pre-built Models: AI Builder provides pre-built models for common use cases, such as sentiment analysis and object detection, allowing businesses to get started quickly and easily.
  • Data Management: AI Builder integrates with Microsoft Dataverse, providing a centralized and secure environment for managing data used in AI models.
  • Integration with Power Platform: AI Builder integrates with the Power Platform, making it easy to build custom AI models and incorporate them into applications and workflows.
  • Customizable and Extendable: AI Builder provides customization and extensibility options, allowing businesses to build models that meet specific requirements and use them in unique ways.
  • Model Management: AI Builder provides tools for managing and maintaining AI models, including versioning, testing, and monitoring.

In summary, AI Builder in Microsoft Power Platform is a powerful tool for building and integrating custom AI models into applications and workflows. It provides businesses with the ability to leverage AI technology without requiring extensive technical expertise, helping them to improve efficiency and automate tasks.

Business Value of AI Builder

AI Builder in Power Platform provides a low-code solution for building custom artificial intelligence models. It allows organizations to integrate AI into their business processes, automating tasks and providing more accurate and timely insights. Some of the key benefits of using AI Builder in Power Platform include:

  • Automation: AI Builder can automate repetitive and time-consuming tasks, freeing up employees to focus on more strategic work.
  • Improved accuracy: AI models can provide more accurate predictions and insights than traditional manual methods, helping organizations make better decisions.
  • Increased efficiency: AI Builder can be used to streamline business processes, increasing efficiency and reducing the time and resources required to complete tasks.
  • Cost savings: By automating tasks, organizations can reduce the costs associated with manual processes and reduce the risk of human error.
  • Enhanced customer experiences: AI models can be used to provide personalized experiences for customers, such as chatbots, product recommendations, and more.

Overall, AI Builder in Power Platform provides organizations with a flexible, scalable, and cost-effective solution for incorporating artificial intelligence into their business processes, helping organizations to improve their operations, increase efficiency, and drive business value.

AI Builder Models

AI Builder in Microsoft Power Platform provides pre-built machine learning models that can be used to automate and streamline various business processes.

  • Business Card Reader Model: This model can be used to extract information from business cards, including names, addresses, and phone numbers.
  • Detection Model: This model is used for object detection, such as detecting specific elements in an image.
  • Form Processing Model: This model can be used to extract information from structured forms, such as invoices or job applications.
  • Prediction Model: This model is used for making predictions based on historical data. It can be used to predict outcomes such as sales, customer behavior, or risk assessment.

These models provide a quick and easy way for businesses to incorporate AI into their processes, saving time and increasing accuracy.

Consuming AI Builder data from Power Apps

Power Apps and Power Automate can consume AI Builder data by using its pre-built models or creating custom models to extract information and insights from different types of data sources like images, forms, etc. AI Builder’s models can be easily integrated into Power Apps and Power Automate workflows as actions that can automate specific business processes and improve decision-making. For example, using AI Builder’s form processing model, Power Apps, and Power Automate can extract data from scanned or digital forms, reducing manual data entry and improving data accuracy. Similarly, the prediction model can be used to analyze data and provide predictions that can help businesses make better decisions. This integration between Power Apps, Power Automate, and AI Builder allows businesses to leverage the power of AI to automate processes and gain insights from their data.

Notifications in Model-Driven Apps

Notification capability in model-driven apps are now available for public preview. This is available for both the web and mobile app. In between the advanced find and settings icon in the navigation bar, the notification center can be seen which will list down all the notifications along with the count of notifications. For more details can be found here while the original announcement can be found here. Hope you all will be trying out this much awaited feature just like me.

Azure Maps in PCF Controls

In this blog, we will bring in an Azure map to the PCF control framework. If you want to understand how to create a PCF control check the blog, Step by Step process to create PCF Controls which has details on how to create a PCF control in general. This is a blog to just introduction of Azure Maps APIs and how we can bring in the same to our PCF control and we are not diving deep into different other available APIs. Hope you will enjoy this blog.

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