Best to deal with document data collection
We use document understanding for invoice classification and data collection. UiPath contains specific activities to deal with document …
Overview
What is UiPath Document Understanding?
UiPath Document Understanding is an intelligent document processing software solution that trains RPA robots to understand and process a company's forms.
Recent Reviews
Reviewer Pros & Cons
Automation Engineer
Quadance Technologies Pvt. Ltd. (Information Technology & Services, 51-200 employees)
Automation Engineer
For Automating different invoice of multiple compines (Information Technology & Services, 51-200 employees)
Pricing
N/A
Unavailable
What is UiPath Document Understanding?
UiPath Document Understanding is an intelligent document processing software solution that trains RPA robots to understand and process a company's forms.
Entry-level set up fee?
- No setup fee
Offerings
- Free Trial
- Free/Freemium Version
- Premium Consulting/Integration Services
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Product Demos
UiPath Document Understanding - Invoice Data Extraction | Machine Learning Extractor | AI Center
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UiPath Document Understanding Demo 1: Setting up the framework in Studio
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UiPath DevCon 2021: AI Enabled Document Understanding - Latest Updates and Data Manager Demo
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UiPath Document Understanding Demo 2: Data extraction configuration
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AI Fabric UiPath Demo - UiPath Document Understanding | Uipath Invoice Data Extraction #35
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Product Details
- About
- Tech Details
What is UiPath Document Understanding?
UiPath Document Understanding Technical Details
| Operating Systems | Unspecified |
|---|---|
| Mobile Application | No |
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Reviews and Ratings
(17)Reviews
(1-4 of 4)Companies can't remove reviews or game the system. Here's why
January 03, 2024
Best to deal with document data collection
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
UiPath document understanding makes my work easier. My business requirement was to identify invoice page numbers from a PDF containing more than 2 pages. And DU makes my work easier. Especially if there are thousands of documents, DU works better for that.
December 29, 2023
Best Data Extractor tool
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
Accuracy and ExtractionCapabilitiesUtilizes machine learning algorithms for adaptive learning.Well-suited for structured and semi-structured document extraction.Offers a high degree of accuracy in data extraction.Employs cognitive learning and natural language processing (NLP) for extraction.Known for its capability to handle varying document structures.Also offers high accuracy in data extraction.Selection: The choice between UiPath Document Understanding and Automation Anywhere IQBot in terms of accuracy may depend on specific document types, layouts, and the organization's preferences. Both tools are designed to deliver high precision in data extraction.
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 & AI capabilities which makes it very trust worthy candidate to get the high quality results.
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 & 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
Most important is Cost required towards licensing.
Uipath Document Understanding can be easily learned with no special training required
Uipath Document Understanding can be easily learned with no special training required
May 26, 2021
UiPath Document Understanding at a glance
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
- Taxonomy
- Digitize Document
- Extractors
- Accelerated Productivity
- Higher Efficiency
- Save Manual Hours
- Improved quality through error reduction
I opt [for] UiPath Document Understanding [because it] is [an] awesome performer.