Intelligent Document Processing (IDP-Vision®)

Overview

Unleash the power of IDP-Vision®, a revolutionary document processing tool that leverages machine learning, vision and natural language processing algorithms to access and analyze data from documents. This advanced artificial intelligence technology is multilingual, capable of understanding multiple written languages - making it perfect for use by all industries. Plus, its integration with semantic approaches ensures labels are accurate in order to deliver harmonized results every time!

IDP-Vision® is driven by advances in artificial intelligence, specifically:

Computer Vision:

• Recognizes characters that are both font-based (typed text) and cursive (handwritten).
• Helps decompose a document into chunks, providing contextual cues to the content within them
• Can identify images and retain spatial information related to characters

Natural language processing:

• Enables extracted characters to be treated as content that can be processed to identify and extract factual elements (e.g., dates)
• Maps extracted data to a data model (e.g., month/day/year)

Text analytics and knowledge graph:

• Provides insights into the data

IDP-Vision® offers a range of approaches to suit different needs:

• Provides insights into the data

IDP-Vision® offers a range of approaches to suit different needs:

• Domain Specialist: IDP-Vision® leverages natural language processing (NLP) to gain valuable insights specific to various industries such as mortgages, loans, and know your customer (KYC)
• Software Suites: One of its key features is its ability to seamlessly integrate with existing enterprise software suites like RPA or ERP, making it a versatile option for businesses.
• Developer Platforms: For developers, IDP-Vision® offers custom development options using APIs or SDKs, allowing for flexibility in future development and customization.
• No-Code/Low-Code Platforms: Its use of no-code/low-code technologies allows users to address a wide range of content types and support a wide set of use cases without the need for extensive coding knowledge, making it accessible to a wide range of users.

IDP-Vision® follows a baseline workflow that includes the following phases:

Phase	Description
Data ingestion	The process of loading data into the IDP system for analysis.
Classification	The process of identifying the type and category of each document.
Extraction	The process of extracting specific data and information from each document.
Validation	The process of checking the accuracy and completeness of the extracted data
Integration with downstream applications	The process of integrating the extracted data into other systems and processes within the organization

This ensures that the data and insights you gain from your documents are accurate and can be easily integrated into your existing systems and processes.
IDP-Vision® is capable of processing a wide range of input document types, including structured and unstructured documents, and can be used for a variety of use cases, including:

Document Type	Use Cases
Structured Documents	Invoice processing, insurance claims processing, mortgage application processing.
Unstructured documents	Legal document analysis, customer service request analysis, research paper analysis

In addition, IDP-Vision® has the following capabilities:

IDP-Vision® has a range of capabilities that make it an effective solution for organizations looking to improve their document processing workflow. These capabilities can be divided into three categories: core, differentiating, and emerging.

Capability	Description	Category
Automated data ingestion	Automatically loads data into the IDP system for analysis	Core
Automated data classification	Automatically identifies the type and category of each document	Core
Automated data extraction	Automatically extracts specific data and information from each document	Core
Automated data validation	Automatically checks the accuracy and completeness of the extracted data	Core
Integration with downstream applications	Integrates extracted data into other systems and processes within the organization	Core
Customized data extraction	Allows customization of data extraction to fit specific needs	Differentiating
Customized data validation	Allows customization of data validation to fit specific needs	Differentiating
Customized data integration	Allows customization of data integration to fit specific needs	Differentiating
Ability to integrate with taxonomies/ontologies/tags	Improved integration with structured data sources for more accurate and contextually relevant data extraction	Emerging
Search capabilities	Enhanced search capabilities for quickly and easily finding specific documents or information within a dataset	Emerging
Natural language question answering (NLQA)	Improved natural language processing capabilities for answering questions about the data in a dataset	Emerging
Use of knowledge graphs for validation and business insights	Integration of knowledge graphs to enhance data validation and provide deeper insights into business processes and trends	Emerging
Data enrichment	Improved data enrichment capabilities to add additional context and meaning to extracted data	Emerging

This table provides a summary of the core, differentiating, and emerging capabilities of IDP-Vision®. The "core" capabilities are those that are essential to the functioning of the tool, while the "differentiating" capabilities are those that set IDP-Vision® apart from other document processing solutions on the market. The "emerging" capabilities are those that are not part of the IDP-Vi are assessedsion®® suite but will be customized after assessment of your existing processes and operations.

Whether you're a small business owner looking to streamline your invoicing process, a financial analyst searching for insights in complex data, or a researcher digging through stacks of papers, IDP-Vision® has the features and capabilities you need to make your work easier and more efficient. With its powerful dashboard, you can easily visualize and understand the insights and information you gain from your documents, and our automation features can help save you time and effort. And with our commitment to accuracy, you can trust that the data and insights you gain from IDP-Vision® are reliable and up-to-date. Give IDP-Vision® a try and see how it can revolutionize your document processing workflows!