Virtusa's Paper2App is a intelligent document extraction, processing and insights-generating solution using NLP, OCR, Azure data/analytics and Azure cognitive technologies.
Virtusa's Paper2App is an intelligent document extraction and processing solution which extracts, process and analyse information from structured, semi-structured and unstructured documents. It automates data pipeline generation, data management/governance - culminating into insights generation (i.e., visualization).
Features of Virtusa's Intelligent Document Extraction & Processing Paper2app:
• Support for reading across paper, signatures, handwritten documents, PDF, Emails, faxes, and images using Azure cognitive Service like OCR
• Custom AI/ML model definition
• Extract text, key-value pairs and tables and persist in Storages like Azure Cosmos DB, Azure Data Lake Storage etc.
• Data quality, validation, and pipeline generation
• Custom PII Masking (redacting capability)
• BIZ KPIs Visualizations using Microsoft Power BI
• Pre-built unsupervised & supervised learning to understand layouts and field relationships
• Support for unstructured, semi-structured and structured source formats
Activities of Virtusa's Intelligent Document Extraction & Processing Paper2App Implementation:
• Source: Identify the source documents and formats
• Ingest: Schedule, pre-process the documents in batch or interactive mode
• Process: Perform Custom model training and process & extract the documents
• Data Quality & Transformation: Perform automated data quality checks and rule-based transformations
• Data review/Curation: Curate data and reconcile data
• Visualize: Dashboards and Customizable UI for business KPIs derived from data extracted from documents
Outcome of Virtusa’s Intelligent Document Extraction & Processing Paper2App Implementation:
• Extracted data from unstructured documents and persist data in structured formats
• Curated data post data processing
• Rich dashboard, KPIs & business Metrics, Actionable insights – augmented by AIML/cognitive capabilities
Benefits of Virtusa's Intelligent Document Extraction & Processing Paper2App:
• Reduction of human cost in processing data by 50-70%
• 80% higher data interpretation accuracy compared to humans
• Maximization of customers' investments on Microsoft Azure stack to enable digitization journey for customers
• Modularized approach to solution deployment.
• Sizeable Reduction in data processing time, with improved data quality
• Significant reduction in “Document to Insights” realization cycle time