UiPath Document Understanding Reviews & Product Details

DU now supports active learning, which reduces annotation/training effort by guiding users via AI. Non-ML experts can train models with help from the system Review collected by and hosted on G2.com.

High dependence on human-in-the-loop for low-confidence fields can limit the straight-through automation rate, especially for critical documents. Review collected by and hosted on G2.com.

In the latest release they have combined document understanding with IXP and which has lot of features like self training and it is very easy to use and any body can work with this. Review collected by and hosted on G2.com.

The cost is on higher side and it can handle only files with 100 pages or 10000 characters, if it is more you have to split your files. Review collected by and hosted on G2.com.

Document Understanding has helped me get data from a document extracted easily.

The point which added to it is its ability to process unstructured Document and get the data separated with ease.

NLP and Machine Learning adds to train the data to sort document.

Also OCR plays an important roles in extracting data Review collected by and hosted on G2.com.

The training of Machine Learning with smaller data is tough. Accuracy of extracting data is not easy with smaller datasets for training Review collected by and hosted on G2.com.

The most helpful part of it was its ability to extract data from various documents.Also the Machine Learning tools helped with better performance.It came out to be quite helpful and user friendly.The implementation of the technique was also easy Review collected by and hosted on G2.com.

The starting part of onboarding is quite time consuming and complex which can be tiring for beginners. Review collected by and hosted on G2.com.

DU was beneficial to me as I was able to utilise it for the purpose of extracting data from different sorts of documents ranging from invoices to contracts. This has been less demanding to my team’s manual work and increased the speed at which processes are accomplished. Review collected by and hosted on G2.com.

Data labeling in DU is not as straightforward as one may suppose; it can be quite annoying at times. It also involves another labeling process if new document types are added or there are variations to the existing ones and it just feels like it is not fully automated. Review collected by and hosted on G2.com.

The best part of it is ability to extract data from various document types.Also the AI and ML capabilities gives better performance.It is quite efficient and user-friendly. Review collected by and hosted on G2.com.

Initial setup and training process is time consuming specially for complex documents.

using this can be difficult for beginners Review collected by and hosted on G2.com.

Taxonomy, Group creations, and Handwritten Content extraction are the best part of the Uipath Document Understanding Review collected by and hosted on G2.com.

As it, Document understanding works on Unsupervised learning so huge training is required inorder to extract the data from the documents Review collected by and hosted on G2.com.

One of the standout features of UiPath Document Understanding is its ability to handle a wide variety of document types with impressive accuracy. This versatility, combined with its integration of AI and machine learning, allows it to continuously improve and adapt to different document formats and complexities. Additionally, its user-friendly interface makes it accessible to both technical and non-technical users, streamlining the document processing workflow significantly. Review collected by and hosted on G2.com.

challenges with setup complexity, cost, learning curve, and handling unstructured documents. Review collected by and hosted on G2.com.

Uipath Document Understanding is the Best data extraction tool in market for Extracting pdf . It supports all types of pdf structured unstructured. It also support ease of implemetation by incorporating LLM models. The Usage has gone up rapidly with DU .The support provided is phenomenal.It can be easily integrated with any other application as it is hosted on cloud. Review collected by and hosted on G2.com.

The LLM models are Limited need to increase those . Review collected by and hosted on G2.com.

UiPath Document Understanding combines RPA and AI to extract and interpret data from various document types and formats, including images, PDFs, handwriting, signatures, checkboxes, and tables.

It’s versatile, handling different layouts, rotated or skewed documents, and even low-resolution files.

With pre-trained machine learning models and no-code Forms AI, you can quickly build and deploy intelligent Review collected by and hosted on G2.com.

Complex Document Structures: While it handles various layouts, complex document structures (such as nested tables or irregular formatting) might require additional customization or manual intervention.

Accuracy Challenges: Achieving high accuracy across all document types can be challenging. Some documents may still require human review due to inherent variability. Review collected by and hosted on G2.com.