ABBYY Vantage is an industry-leading low-code Intelligent Document Processing (IDP) platform that uses state-of-the-art AI and machine learning to automate document-centric 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.
Schedule your Vantage demo today
ABBYY Vantage 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 – e.g. invoices, purchase orders, W-2 forms, utility bills and many more.
-
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 optimize 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.
How does ABBYY Intelligent Document Processing work?
- Ingest any document – structured, semi-structured and unstructured.
- Vantage will automatically classify documents and assign a pre-trained AI model.
- The assigned AI model will detect and extract information from the processed documents, normalize and validate the data so that it is ready to be passed on to downstream business systems.
Main 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.
Business processes that can be automated with ABBYY IDP
You can use Vantage to digitize, automate, and process almost any type of document. It can be especially effective for a number of use cases, including:
Some examples of documents ABBYY can process include:
-
Utility bills: Extracts the supplier’s name, statement date, customer name, and address.
-
Personal earning statement: ABBYY Vantage can extract data from pay stubs and help you verify an individual’s earnings and employment status.
-
Tax forms: Captures the data from 1040, w-2, 1099 etc. IRS forms for tax processing purposes. Includes name, amounts, filing status, and other details.
-
Identity documents: Extracts information from 10,000 different identity documents from 248 different regions.
-
Remittance: It can capture headers, footers, and in-line details from payment documents.
-
Arrival notice: Captures data from shipping documents, including the consignee, shipper, parties, carriers, and other relevant details.
Visit the ABBYY Marketplace to explore all available pre-trained models from ABBYY and the ABBYY partner network.
ABBYY Vantage 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.
UiPath Platform is appreciated for its user-friendly interface and extensive automation capabilities, offering seamless integration with diverse applications. Its intuitive drag-and-drop functionality enables users to design efficient workflows with minimal technical expertise.
UiPath Platform delivers a robust set of features that enhance automation and productivity. With components like Orchestrator, task management is optimized, facilitating better scalability. Users benefit from advanced AI and document understanding tools, boosting data handling accuracy and reducing errors. Despite its strengths, UiPath faces challenges with upgrading processes, AI enhancements, and user documentation. Integration and selector sensitivity issues, along with support and licensing complexities, highlight areas for potential improvement. Users request smoother deployment, error handling, and migration processes. Enhanced support for RHEL/Ubuntu, LINQ, and Lambda and improved real-time insights, automation recording, and scheduling are desired. Streamlining the experience for non-technical users with simplified workflows remains a priority.
What are the key features of UiPath Platform?
- Drag-and-Drop Functionality: Allows users to design workflows easily without extensive technical skills.
- Orchestrator: Enhances task management and enables scalable automation.
- AI and Document Understanding: Improves data accuracy and minimizes errors.
- System Integration: Offers seamless integration with SAP, CRM, Oracle, and more.
- Active Community and Training: UiPath Academy provides resources for skill development.
What benefits should users look for in reviews?
- Increased Efficiency: Reduction in manual workloads through automation of repetitive tasks.
- Improved Accuracy: Enhanced data handling capabilities reduce errors.
- Productivity Boost: Supports both attended and unattended automations to streamline operations.
- Scalability: Ability to handle growing automation demands efficiently.
- Integration Benefits: Easy integration with enterprise systems for streamlined operations.
UiPath Platform is widely implemented across sectors such as finance, healthcare, insurance, HR, IT, and supply chain to automate repetitive business tasks. Common uses include automating data entry, invoice processing, document management, report generation, and customer service operations. Organizations value the platform's ability to integrate seamlessly with systems like SAP, CRM, and Oracle, allowing for enhanced efficiency and accuracy in processing both structured and unstructured data.
