ABBYY Vantage - Intelligent Document Processing
by ABBYY USA SOFTWARE HOUSE, INC
Extract data and automate document-centric processes with purpose-built AI models.
Industry-leading intelligent document processing (IDP) platform that utilizes state-of-the-art AI and machine learning to automate business processes.
Businesses use Vantage to efficiently and reliably automate the manual, error-prone tasks of capturing and extracting data from documents, so they can immediately deliver accurate, process-ready content into their business systems—RPA, BPM, ERP, etc., and improve decision-making and insights. Pre-trained AI extraction models help organizations get a head start in efficiently automating document processing across various use cases and departments with 90% accuracy right from the get go. Additionally ABBYY's best-in-class OCR technology enables organizations to securely integrate large language models (LLMs) and generative AI through Retrieval-augmented Generation (RAG).
By utilizing ABBYY IDP organizations achieve significant efficiency gains, cost reduction and operational excellence.
USE CASES
- Data extraction from structured, semi-structured and unstructured documents, incl. machine-readable text and handwriting. Supported document types through pre-trained AI models include insurance claims, contracts, pay slips, identity documents, invoices, purchase orders, bills of lading, delivery notes, packing lists, tax forms (1040, W-2, 1099 etc.) and more. Custom models can be trained through a low-code skill designer.
- Data optimization for Generative AI through RAG. Vantage converts business documents into structured JSON files for easy integration with RAG and LLM systems like LangChain and facilitating your seamless transition to Al-driven technologies.
- Conversion of SharePoint repositories into searchable, indexable text. ABBYY's AI-based OCR technology accurately converts document archives into fully searchable text for further processing.
KEY BENEFITS
- Optimized AI algorithms for best results at each step of the IDP process - trained neural networks, advanced machine learning, transformers and language models, natural language processing deliver consistent, reliable and accurate results.
- Containerized micro-services, based on Kubernetes.
- Seamless integration into any third-party system and process (BPM, RPA, ERP, etc.) through pre-built connectors or simple REST API.
- Easily consumable, pre-trained document skills (AI models) fine-tuned for your industry and use case.
KEY CAPABILITIES
- Start today, with any document - Process documents of any kind—structured, semi-structured, or unstructured, and all types of data, including handwriting, barcodes, and check boxes.
- Ingest documents from any source - Easily send documents from email, mobile devices, correspondence, or file repositories to Vantage for processing.
- Access pre-trained models for 150+ use cases - Fast track automation with pre-trained AI models. Visit the ABBYY Marketplace to explore available models.
- Design and train extraction models - Low-code skill designer allows citizen developers to design, train, and publish AI models for any document type.
- Integrate with any intelligent automation system - Out-of-the-box integration with Microsoft Power Automate, SharePoint, Blue Prism, UiPath, Automation Anywhere, and others.
- Achieve 100% accuracy with HITL verification - Include manual verification in your process flow to handle exceptions and provide input to further optimise the extraction models.
- Improve accuracy with continuous learning - Vantage models become more accurate over time with new document variations and human-in-the-loop review.
- Monitor and analyze document processes - Track performance of deployed skills to continuously improve straight-through processing rates.
DEPLOYMENT AND ARCHITECTURE
Vantage is a cloud-first platform accessible in SOC2-certified ABBYY Cloud instances in Europe, USA, and Australia.
Alternatively, flexible deployment options are available for running Vantage on premises or within your private cloud instance on Microsoft Azure.
Vantage utilizes Docker containers and Kubernetes to orchestrate containers and includes logging and monitoring, providing IT teams with required control over the operations of the system.
Integrate the Vantage platform and skills with virtually any application or device using one of the pre-built connectors or the Vantage REST API.