Loading...

Automate document analysis with Azure Form Recognizer using AI and OCR

Automate document analysis with Azure Form Recognizer using AI and OCR

Extract text automatically from forms, structured or unstructured documents, and text-based images at scale with AI and OCR using Azure’s Form Recognizer service and the Form Recognizer Studio. Build intelligent document processing apps using Azure AI services. Leverage pre-trained models or build your own custom models to help speed up app development with the SDK and APIs.  

Use a pre-built model for W2 forms Build and train custom models to extract data from 1099, 1040, and W9 forms Extract data from receipts with handwritten tips, in different languages, currencies, and date formats.

Bema Bonsu, from Azure's AI engineering team in Azure, joins Jeremy Chapman to share updates to custom app experiences for document processing.

► QUICK LINKS:

00:00 - Introduction

01:50 - Form Recognizer updates

03:27 - Extract data from tax forms

04:56 - Extract data from handwritten text and other languages

06:00 - Build and train custom models

08:27 - Extract data from unstructured docs

10:15 - Code behind custom apps

12:07 - Wrap up

► Link References:

Get started with Azure Form Recognizer Studio at https://aka.ms/formrecognizerstudio

Find out more about Contracts 365 and their services at: https://www.contracts365.com/

H&R Block and how they use Form Recognizer: https://techcommunity.microsoft.com/t5/ai-applied-ai-blog/automating-tax-documents-processing-with-azure-form-recognizer/ba-p/3650168

► Unfamiliar with Microsoft Mechanics? As Microsoft's official video series for IT, you can watch and share valuable content and demos of current and upcoming tech from the people who build it at Microsoft.

• Subscribe to our YouTube: https://www.youtube.com/c/MicrosoftMechanicsSeries

• Talk with other IT Pros, join us on the Microsoft Tech Community: https://techcommunity.microsoft.com/t5/microsoft-mechanics-blog/bg-p/MicrosoftMechanicsBlog

• Watch or listen from anywhere, subscribe to our podcast: https://microsoftmechanics.libsyn.com/podcast

 ► Keep getting this insider knowledge, join us on social:

• Follow us on Twitter: https://twitter.com/MSFTMechanics

• Share knowledge on LinkedIn: https://www.linkedin.com/company/microsoft-mechanics/

• Enjoy us on Instagram: https://www.instagram.com/msftmechanics/

• Loosen up with us on TikTok: https://www.tiktok.com/@msftmechanics 

Published on:

Learn more
Microsoft Mechanics Podcast
Microsoft Mechanics Podcast

Made for tech enthusiasts and IT professionals. Expanded coverage of your favorite technologies across Microsoft; including Office, Azure, Windows and Data Platforms. We'll even bring you broader topics such as device innovation with Surface, machine learning, and predictive analytics.

Share post:

Related posts

Power Pages + Azure AD B2C: “The Provided Application Is Not Valid” Error

If you are new to configuring Azure AD B2C as Identity Provider in Power Pages, refer Power Pages : Set up Azure AD B2C After completing the s...

3 days ago

Semantic Reranking with Azure SQL, SQL Server 2025 and Cohere Rerank models

Supporting re‑ranking has been one of the most common requests lately. While not always essential, it can be a valuable addition to a solution...

5 days ago

How Azure Cosmos DB Powers ARM’s Federated Future: Scaling for the Next Billion Requests

The Cloud at Hyperscale: ARM’s Mission and Growth Azure Resource Manager (ARM) is the backbone of Azure’s resource provisioning and management...

5 days ago

Automating Business PDFs Using Azure Document Intelligence and Power Automate

In today’s data-driven enterprises, critical business information often arrives in the form of PDFs—bank statements, invoices, policy document...

20 days ago

Azure Developer CLI (azd) Dec 2025 – Extensions Enhancements, Foundry Rebranding, and Azure Pipelines Improvements

This post announces the December release of the Azure Developer CLI (`azd`). The post Azure Developer CLI (azd) Dec 2025 – Extensions En...

23 days ago

Unlock the power of distributed graph databases with JanusGraph and Azure Apache Cassandra

Connecting the Dots: How Graph Databases Drive Innovation In today’s data-rich world, organizations face challenges that go beyond simple tabl...

25 days ago

Azure Boards integration with GitHub Copilot

A few months ago we introduced the Azure Boards integration with GitHub Copilot in private preview. The goal was simple: allow teams to take a...

26 days ago
Stay up to date with latest Microsoft Dynamics 365 and Power Platform news!
* Yes, I agree to the privacy policy