AI Builder for Power Platform Reza Dorrani Mohammad

AI Builder for Power Platform - Reza Dorrani

Mohammad Reza Dorrani Principal Consultant & Practice Technical Lead at Catapult Systems Founder and User Group Leader of Houston Power. Apps and Flow User Group Microsoft Flow All Star @rezadorrani https: //rezadorrani. com/ About Me

Houston Power. Apps and Flow User Group Bookmark www. powerplatformug. com/houston for quick access to our group! Upcoming events, session materials and recordings etc. are all available on the user group portal Make sure to become a member of the user group to get all the latest details About the User Group

AI Builder for Power Platform - Agenda WHAT IS AI BUILDER? AI BUILDER MODELS OBJECT DETECTION – DEMO BUSINESS CARD SCANNER – DEMO EVENT REGISTRATION APP UPGRADE - DEMO

What is AI Builder?

AI Builder A low-code AI capability that spans the Power Platform, Dynamics 365 Power BI Power. Apps Flow Dynamics 365 Business analytics Application development Workflow automation Business applications Data connectors AI Builder Common data service

AI Builder AI capability from within the Power Platform

Point-and-Click AI solutions Add intelligence to your business

AI Builder Models

Binary classification • Binary Classification uses historical data to predict whether new data falls into one of two categories. • AI Builder binary classification is an AI model that predicts yes/no business outcomes by learning to associate historical data patterns with historical outcomes. • Based on those results, the binary classification model detects learned patterns in new data to predict future outcomes. • Use the binary classification AI model to explore any business question that is answered as one of two available options, such as yes/no, true/false, pass/fail, and go/no go

Form processing • Form Processing identifies the structure of your documents based on examples you provide to extract text from any matching form. • Examples might include tax forms or invoices. Form processing allows you to create and consume models that use machine learning technology to identify and extract key-value pairs and table data from form documents. • Train your model and define what information needs to be retrieved from your form documents. You only need five form documents to get started. • You can get results quickly, accurately and tailored to your specific content without the need for a lot of manual intervention or extensive data science expertise.

Object detection • Object Detection lets you count, locate, and identify selected objects within any image. • You can use this model in Power. Apps to extract information from pictures you take with the camera. • Object detection can be used to expedite or automate business processes in multiple industries. In the retail industry, it can be used to simplify the inventory management, allowing retail leaders to focus on on-site customer relationship building. • In the manufacturing industry, technicians can use it to speed up the repair process by looking up the manual for a piece of machinery by taking a picture, even if the UPC/serial number is not visible.

Text classification • Text Classification tags any snippet of text based on the historical data you provide. • Streamline your business by automatically tagging new text. • Text classification is one of the fundamental Natural Language Processing (NLP) problems. • It allows tagging of text entries with tags or labels which can be used for sentiment analysis, spam detection and routing customer requests, just to name a few examples. • AI Builder can learn from your previously labeled text items and enable you to classify unstructured text data stored in Common Data Service into your own business-specific categories.

Demo Object Detection

Business card reader • Pre-trained AI template to extract contact information from camera • Business Card Reader is a component available in the Power. Apps studio that lets you scan business cards. You can use this control to extract contact information from pictures of business cards or your mobile phones camera • Example • Automate lead gathering during trade events

Demo Business Card Scanner

Demo Event Registration App with Business Card Scanner

Thank You