In today’s day and age in order to extract data from forms requires automated data extraction tools due to ongoing challenges. Learn more details how you can make that happen
Do you have a lot of documents, including forms, to process? Are you also looking for ways to extract data from your forms seamlessly? Finding the right solution needn’t be a challenge. We bring you this article to help you extract the relevant information from forms within minutes.
Data extraction from forms is the process of extracting information from a form. Manual methods of data extraction have become redundant as technology is here to automate this mundane task. Forms should be digital to allow data extraction tools to work on them.
A data extraction tool, usually backed by AI and ML algorithms, can decipher and decode the data to extract relevant information. One of the most common examples of data extraction from forms is invoices. A related document processing tool will capture the essential information from the invoice to simplify the process and save time for everyone.
Data extraction from forms is a complex task. Here are some of the most common problems:
Unstructured data from free-form text boxes or rich text areas can be challenging for algorithms to interpret correctly due to the lack of structure within the text itself. For example, content within tables and lists can vary widely.
There are different types of templates for forms like simple text or multi-page documents with text, images, and tables. The design and layout of these forms vary greatly depending on their purpose and use cases. It thus becomes difficult for the algorithms to work on such forms.
Extraction of data from tables is a task that is difficult for algorithms. The main problem is that it involves a lot of processing, and it is not easy to extract data from a table if there are missing values since the algorithms have to decide how to handle such missing values.
If you're working with sensitive data, you need to be sure that it's kept safe and accessible only to those who should have access.
Manual data extraction from forms gets accomplished with manual data entry. The system can help when the amount of data is small and the organization has a limited budget. However, the process can also be error-prone and time-consuming. Both these aspects will affect your revenue in the long run. One of the better ways of extracting data from forms is with the help of an automated data extraction platform.
Here are various scenarios of data extraction from forms.
Table cell detection is a technique used by algorithms to find cells within tables and extract their contents. The first step in this process is finding all of the tables on the form. After that, it is just a matter of extracting their content.
Checkboxes are used in forms to allow users to select multiple options from a group in a single field. Most forms have checkboxes, making it vital to have algorithms that can detect those checkboxes and extract the information within them.
Here are the different techniques you can use to extract data from forms.
It's a method of extracting information from a document using rules that apply to it. These rules can be applied to elements such as text boxes or to the entire page itself.
The process usually involves scanning the documents into a system and using OCR to convert the images into text. The resulting text is then useful for further processing.
LayoutLM model offers advanced capabilities for data extraction by performing a range of tasks. Besides working on documents on varied types like receipts and forms, it also helps with document classification.
VisionERA is an advanced AI-based platform that helps you extract relevant data from forms within minutes. It is an easy-to-use solution that will redefine the way you process information. The VisionERA algorithms allow you to extract data from forms and prepare them for further processing.
The platform supports batch processing, which means you can process multiple files at once. VisionERA provides an intuitive interface that will allow you to get going within no time. Moreover, it comes with a performance-based pricing structure. You only need to pay when you start getting results.
Note: Need an expert solution to extract data from forms with minimal manual intervention! Here is your chance. VisionERA IDP (Intelligent Document Processing) can be deployed in your organization at just $0. Want to learn about the terms & conditions of the offer, click here.
Want to extract data from forms by yourself? Use our free trial for an automated experience.
To get a detailed walkthrough about VisionERA’s features & capabilities, connect with our automation experts by scheduling a demo with us.