Gen AI Document Extractor: Pega-based Intelligent Document Processing Utility

Coforge’s Gen AI Document Extractor is a Pega-based intelligent document processing (IDP) solution that extracts structured and unstructured data from PDFs, text files and Microsoft Office documents with 85%+ accuracy and reduces manual processing effort by up to 90%.

Built on Pega Platform, it significantly reduces manual data entry effort and achieves quality of 85% or higher through context-aware data extraction and confidence scoring.

It integrates with Pega components to enable automated, straight-through processing for document-heavy workflows in industries like insurance, healthcare, finance, logistics, and public services.

How Gen AI Document Extractor Works

1. Upload: User uploads a document or receives it via email.

2. Extract: The component uses Pega Gen AI to extract data from document fields.

3. Review: It provides a tabular format UI to the user, enabling them to review the extracted fields.

4. Validate: Before mapping to the Pega UI, field data is validated by the user.

5. Map: Once validated, the data is mapped to Pega UI and the clipboard data model.

How Gen AI Document Extractor Delivers Value

• Enhanced Business Efficiency: Removes bottlenecks by reducing manual data entry time by 80–90%, enabling automation for document-heavy processes.

• Accuracy and Reliability: Confidence scoring ensures trustworthy extraction and minimizes human errors.

• Improved Compliance and Auditability: Provides source references for every extracted field to ensure traceability and compliance.

• Scalability and Extensibility: Reusable, industry-agnostic utility that supports bulk document processing across different industries, document types and case types.

• Improved User Experience: Offers an intuitive review interface and works with both Pega Constellation and Traditional UI.

• Customizability: Allows field-level configuration and business-specific prompt transformations.