À propos de Document Understanding™

UiPath® Document Understanding^TM uses a combination of robotic process automation (RPA) and AI to automatically process your documents.

Remarque :

Feature availability depends on the cloud platform that you use. For details, refer to the Choosing the deployment type page.

Le traitement des documents est un défi auquel chaque entreprise est confrontée. Le traitement manuel des documents ainsi que les solutions héritées limitent la croissance de l’entreprise, augmentent les risques et nuisent à l’expérience client. Les erreurs et les retards générés par une interprétation et une saisie manuelles des données ont un impact considérable sur le parcours des clients ainsi que sur l’efficacité des processus métier. Avec UiPath Intelligent Document Processing, vous pouvez automatiser le traitement de documents de bout en bout grâce aux dernières fonctionnalités d’IA habilement intégrées aux automatisations au niveau de l’entreprise.

La solution UiPath Intelligent Document Processing comprend deux produits distincts :

• Document Understanding^TM: is a no-code and user-friendly solution that combines specialized and generative models to extract and interpret data from various documents and ensure end-to-end document processing. From structured to unstructured, the tool can process a wide variety of documents, recognizing different objects like tables, handwriting, signatures, and checkboxes, and is versatile in handling various file formats.
• Communications Mining : une solution sans code utilisant des techniques d’apprentissage actif et non supervisé afin de développer des modèles d’apprentissage automatique (ML) spécialement conçus pour les besoins de chaque client. La solution permet aux entreprises d’automatiser leurs requêtes les plus fréquentes et les plus chronophages. Communications Mining permet ainsi d’extraire, de suivre et d’automatiser chaque conversation, du début à la fin. Pour en savoir plus à ce sujet, consultez le Guide de l’utilisateur de Communications Mining.

The current guide focuses on Document Understanding^TM, which pairs robotic process automation (RPA) with AI to help you process your documents automatically.

Comment fonctionne-t-il ?

UiPath® Document Understanding^TM combines RPA and AI to help you extract and interpret data from a wide range of document types and formats, including images, PDFs, handwriting, signatures, checkboxes, and tables. It is designed to process documents intelligently, using a combination of rules, templates, and specialized or generative language models. As part of the UiPath Business Automation platform, Document Understanding ensures end-to-end automation. It collects documents from various sources, allowing you to validate the extracted information using human in the loop components, and responds based on this information.

Graphique 1. Infrastructure Document Understanding

Quels défis résout-il ?

Document Understanding^TM handles large amounts of data efficiently, making it an ideal tool for businesses dealing with extensive document processing. It uses intelligent algorithms to process and structure data within documents providing an efficient and effective way of handling large amounts of unstructured information.

Document Understanding can help you improve business growth and scalability. Labor-intesive document processing limits the ability of companies to scale efficiently and capture market opportunity. As a part of the UiPath® Platform, Document Understanding can be used in various cases involving documents, saving substantial time and reducing costs associated with manual document processing.

The product can help you improve customer experience. It simplifies the processing of complex, unstructured data, expediting decision-making processing, onboarding, and servicing. Automating document processing also reduces the risk of errors. By mitigating the risk of human error, data input errors, missed information, and incorrect procedures are less likely to occur. The result is improved compliance, reduced time people spend on rework, and less losses for you and your customers.