Name: UiPath Document Understanding
Rating: 9 (18 reviews)
Author: UiPath

Help Desk

Kiosk

Web and Video Conferencing

Customer Support

Agile Development

Interactive Application Security Testing (IAST)

Product Lifecycle Management (PLM)

Service Mesh

Development

Alumni Management

School Management

Education

Business Intelligence (BI)

Collaboration

Digital Rights Management (DRM)

Enhanced 911 (E911)

Operational Analytics

Enterprise

Accounting

Invoicing

Nonprofit Accounting

Finance and Accounting

Applicant Tracking

Corporate Learning Management

HR Management

Pay Equity

Payroll

Talent Intelligence

Talent Management

Workforce Analytics

Workforce Management

Human Resources

Application Lifecycle Management (ALM)

Application Performance Management (APM)

Archiving

Build Automation

Cloud Storage

Composable Infrastructure

Data Integration

Data Privacy Management

Database Performance Monitoring

Email Verification

Ethernet Switches

Fraud Detection

Governance, Risk & Compliance

IP Address Management (IPAM)

Integration Platform as a Service (iPaaS)

Internet Security

License Management

Network Diagnostics

Network Performance Monitoring

Network Simulation

SQL Server Performance Monitoring

Storage Management

Wireless LAN

Information Technology

A/B Testing

Ad Serving & Retargeting

All-in-One Marketing

Blogging

Computer-Assisted Translation

Content Management

Creative Collaboration

Email Marketing

Marketing Automation

Product Sampling

Search Engine Marketing (SEM)

Social Media Management

Survey & Forms Building

Web Analytics

Website Builder

Marketing

Project Management

Professional Services

Customer Relationship Management (CRM)

Sales

API Security

Security

Construction Management

ID Card

Laboratory Information Management

Last Mile Delivery

Municipal

Nonprofit CRM

Roofing

Vertical-Specific

Find top rated software and services based on in-depth reviews from verified users. 400+ software categories including PaaS, NoSQL, BI, HR, and more.

Microsoft Power Automate

Microsoft

Microsoft Azure

OpenText Intelligent Capture

OpenText

Automation Anywhere

Tungsten TotalAgility

Tungsten Automation (formerly Kofax)

Tungsten Power PDF

Azure AI Document Intelligence

Gemini

CounterSoft

ABBYY FlexiCapture

ABBYY

UiPath Document Understanding is an intelligent document processing software solution that trains RPA robots to understand and process a company's forms.

Simple

Effective

Premium

Klippa

UiPath Document Understanding

Intelligent Document Processing

This video explains how to extract data from invoices of different format using Machine learning model of AI Fabric  - UiPath Document Understanding - Invoices.
We will extract Invoice number, Due Date, Balance Due and Company name.
Steps involved:
00:26 - Create ML Skill in AI Fabric with an ML Package
09:18 - Launch Taxonomy Manager and create a taxonomy file which contains user defined document types, under a group and category.
12:15 - Add Load Taxonomy activity to convert Taxonomy.json file into a variable
13:20 - Add Digitize Document Activity, which digitizes the document by extracting its DOM and text and, stores them in their corresponding variable types
15:29 - Add Data Extraction Scope activity, which provides a scope for extractor activities
20:29 - Add Present Validation Station activity. It will open the validation station, which enables user to review and correct document classification
22:08 - Add Export Extraction Results activity , to export the results from extrcationresult variable to a dataset variable
22:43 - Add Append Range under For Each row to add the extracted invoices data to XLSX file

AI Fabric Introduction and Setup - https://www.youtube.com/watch?v=r8WimT8NnyU&list=PLkkGqdBS1r0_tot9kcpoU2AGM6w5w8DkO&index=35
==================================================================
Automation Anywhere A2019 Tutorial Playlist: 
https://www.youtube.com/playlist?list=PLkkGqdBS1r0_cvaLxbh0UvgkS20t9m2w5

Automation Anywhere 11 Tutorial Playlist: 
https://www.youtube.com/playlist?list=PLkkGqdBS1r08Fd6meBZ7zHJXA15Q5Up2w

UiPath Tutorial Playlist: 
https://www.youtube.com/playlist?list=PLkkGqdBS1r0_tot9kcpoU2AGM6w5w8DkO

JMeter Tutorial Playlist:
https://www.youtube.com/playlist?list=PLkkGqdBS1r094KcNXRy4Q-v5biuNWv-h7

Git and GitHub Tutorial Playlist:
https://www.youtube.com/playlist?list=PLkkGqdBS1r0-I-AWL8VeXu4LE-4ceQr1N

Subscribe for more tutorials - https://www.youtube.com/channel/UCFfrg66wWswpMB4vOcQPMqA?sub_confirmation=1

Linkedin - https://www.linkedin.com/in/quality-assurance-lab-6500a71a0
Facebook - https://www.facebook.com/Quality-Assurance-Lab-107065690712674
Twitter - https://twitter.com/LabAssurance
Medium  - https://medium.com/@LabAssurance

AI Fabric UiPath Demo - UiPath Document Understanding | Uipath Invoice Data Extraction #35

UiPath Document Understanding combines RPA and AI to help you extract and interpret data from different documents and ensure end-to-end document processing. The tool works with a wide range of documents, including skewed or rotated ones, and recognizes different objects like handwriting or checkboxes. All this owing to the possibility to combine various approaches to data extraction – watch this video to see how you can leverage rules, templates, and ML models to ensure fast and accurate document processing. 

Wondering how combining these approaches can improve document processing? Read https://www.uipath.com/blog/improved-document-processing

Interested in setting up a UiPath Document Understanding Framework in Studio? Watch https://youtu.be/odiucoUK21c

Eager to try out UiPath Document Understanding? Sign up for UiPath Enterprise trial https://www.uipath.com/start-trial



UiPath Document Understanding Demo 2: Data extraction configuration

UiPath DevCon 2021: AI Enabled Document Understanding - Latest Updates and Data Manager Demo

UiPath Document Understanding Demo 1: Setting up the framework in Studio

UiPath Document Understanding - Invoice Data Extraction | Machine Learning Extractor | AI Center

Likelihood to Recommend

<div><b>About UiPath RPA | Robotic Process Automation</b></div><div>We deliver the most advanced Enterprise #RPA Platform, built for business and IT. As you strive to benefit in the Automation First Era, your digital transformation accelerates here.</div><div>Based in New York City, UiPath’s presence extends to 31 offices across 19 countries throughout North America, Europe, and Asia.</div><div>The UiPath Enterprise RPA Platform can be deployed in the cloud or on premises, and consists of three integrated components:</div><ul><li><b>UiPath Studio: </b>the process modeling environment where users can, with minimal training and no coding, model process automations visually using powerful recorders that literally build automation by watching the user work, and a rich library of template activities that make automation easy and fast.</li></ul><ul><li><b>UiPath Robot: </b>The digital worker that executes scheduled work either ‘unattended’, in large batches and without human intervention (think invoice processing) or ‘attended’, running on the users’ PC and following their direct command (think call center processes). </li></ul><ul><li><b>UiPath Orchestrator: </b>The management console that licenses, configures and deploys UiPath Robots. It assigns automations and work queues to them, then schedules their activities.</li></ul>

UiPath

Microsoft SharePoint

Power Apps

Robocorp

Automation Engineer

UiPath Document Understanding 2023-12-23 08:20:38

DOCBOT-Intelligent Document Automation

Automation Anywhere IQ Bot, feature

UiPath Document Understanding 2023-12-19 21:37:37

UiPath Automation Platform

UiPath Task Capture

UiPath Process Mining

OCR Gateway

Senior RPA Consultant

UiPath Document Understanding 2021-05-21 22:25:25

Skype for Business / Lync (discontinued)

Skype (discontinued)

Microsoft Teams

UiPath Document Understanding 2021-08-13 11:20:29

TrustRadius is a technology and business research firm based in Austin, Texas. The company is known as a review platform for verified B2B technology and software reviews through a proprietary algorithm and human verification.

TrustRadius

Easy to use

Improvement needed

High resolution

Easier navigation

Scanned documents

Ui interface

Community edition

Easy to integrate

Types of documents

Home

Intelligent Document Processing Systems

We use document understanding for invoice classification and data collection. UiPath contains specific activities to deal with document understanding and that makes user effort easier. My business requirement was to identify invoice pages from a PDF and collect data from that and ''document understanding" makes my job easier. Digitize and classify features are awesome.

Docment classification
Data collection from document
easy to convert image to digal format

data extraction phase could be a bit easier.
create a output variable to store classification result for accuracy(ie, eg: 80% )

data classification time is abit problem
extraction sometimes not work correctly even if you points correct data

Power Apps, Robocorp, Microsoft SharePoint

Our RPA team specializes in developing robust automation solutions tailored to meet the diverse requirements of our clients. One of the key aspects of our automation projects involves efficient invoice processing and seamless integration with SAP systems. To achieve precise data extraction from invoice PDFs, we leverage the advanced capabilities of UiPath Document Understanding.UiPath Document Understanding has proven to be an invaluable tool in our automation toolkit, consistently delivering highly accurate results compared to alternative sources. The platform's sophisticated document processing capabilities enable us to extract relevant information from invoices with a remarkable level of precision. This accuracy is crucial in ensuring the integrity of the data that is subsequently punched into SAP systems.In addition to its accuracy, UiPath Document Understanding offers a comprehensive set of features that streamline the entire data extraction process. Its ability to handle diverse document formats and layouts ensures adaptability to the varying structures of invoices encountered in different business scenarios. This flexibility is pivotal in accommodating the unique requirements of our clients and allows for a seamless integration into their existing workflows.Furthermore, the platform's intelligent learning capabilities contribute to continuous improvement in extraction accuracy over time. By leveraging machine learning algorithms, UiPath Document Understanding refines its understanding of document structures and content, enhancing its performance with each iteration.In summary, our utilization of UiPath Document Understanding for invoice data extraction not only ensures high accuracy but also exemplifies our commitment to deploying cutting-edge technologies to meet and exceed our clients' expectations in the realm of RPA and automation solutions.

Invoice Extraction
Rescipt Extraction
Template-based Data Extraction
Handling Varied Document Formats
Integration with OCR Technology
Handling Unstructured Content

Improved Handling of Highly Unstructured Documents
Enhanced Training and Fine-Tuning Capabilities
Increased Support for Languages and Locales
Advanced Data Validation Mechanisms
More Advanced Document Classification Techniques

Cost Savings and Efficiency Gains
Faster Processing and Reduced Cycle Times
Scalability and Handling Increased Workloads
Enhanced Accuracy and Compliance
Initial Implementation Costs high
Integration Complexity
Continuous Monitoring and Maintenance

DOCBOT-Intelligent Document Automation, ABBYY FlexiCapture, Automation Anywhere IQ Bot

UiPath Document Understanding is used to extract information from various documents. It is used by the organization. Its saves time and cost by extracting information from the documents

Easy to integrate into larger automation flows
Production-ready; built-in logging, exception handling and retry mechanisms
Common architecture for both Attended and Unattended (+ Action Center) implementations
Meant to make development, deployment, debugging and scaling much easier.

Its is easy to use what I feel
Not much improvement needed
Need a stable versions of latest packages

Accelerated Productivity
Higher Efficiency
Save Manual Hours
Improved quality through error reduction

UiPath Enterprise RPA Platform, UiPath Task Capture (formerly StepShot), UiPath Process Mining (formerly ProcessGold)

UiPath Document Understanding solves the problem when large set of Documents such as Structured, Unstructured or Semi-Structured needs to be processed intelligently.

Traditional OCR does solve the problem but it can work with only structured documents such as Invoices etc. but it doesn't have Machine Learning or AI capabilities. It is highly volatile and needs to be configured as per the document being processed but Document Understanding solves all problem in One go.

Document Understanding also supports ML &amp; AI capabilities which makes it very trust worthy candidate to get the high quality results.

Supports all types of Documents such as Structured, Semi-Structured, Unstructured
Supports ML & AI Capabilities
Can work with Images, Native PDF's, Scanned Documents etc

More stability required when processing High resolution Images
More Inbuilt AI Modules support required
Easier navigation

Support to All types of Documents
AI & ML capabilities
Exception Handling support
Data validation with Human Involvement

More accurate results
Saved almost 2-3 Hours of Manual work on daily basis
High volume of Document processing

ABBYY FlexiCapture, UiPath Enterprise RPA Platform, Skype for Business (formerly Lync), now part of Microsoft Teams

UiPath Document Understanding

Overview

What is UiPath Document Understanding?