关于 Document Understanding™

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

文档处理是每家公司都面临的挑战。手动文档处理和旧版解决方案会限制业务增长，增加风险，并带来糟糕的客户体验。手动数据解释和数据输入中的错误和延迟会影响客户旅程中的关键事件和业务流程效率。借助 UiPath 智能文档处理，您可以将最新的 AI 功能无缝集成到企业级自动化中，从而实现端到端的文档处理自动化。

UiPath 智能文档处理解决方案包含两个不同的产品：

• Document Understanding ^TM ：是一种无代码、便于使用的解决方案，它将专用模型和生成式模型结合在一起，以提取和解释来自各种文档的数据，并确保进行端到端文档处理。 从结构化文档到非结构化文档，该工具可以处理各种各样的文档，识别不同的对象，例如表格、手写文本、签名和复选框，并且可以处理各种文件格式。
• Communications Mining：是一种无代码解决方案，利用无监督的主动学习技术来开发专门针对每个客户的要求设计的机器学习 (ML) 模型。该解决方案使企业能够自动化最频繁且耗时的请求。因此，用户可以使用 Communication Mining 完整提取、跟踪和自动化每个对话。要了解有关此内容的更多信息，请查看 Communications Mining 用户指南。

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

它是如何工作的?

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.

图 1. Document Understanding 框架

它解决了哪些挑战？

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.

该产品可以帮助您改善客户体验。它简化了复杂、非结构化数据的处理，加快了决策处理、引导和服务。自动化文档处理还可以降低出错的风险。通过降低人为错误的风险，可以降低发生数据输入错误、信息缺失和流程不正确的可能性。其结果是提高了合规性，减少了员工花在返工上的时间以及您和您的客户的损失。