UiPath Named a Leader for Second Consecutive Year in the Everest Group Intelligent Document Processing (IDP) Products PEAK Matrix Assessment 2024 - Seite 2

Recent UiPath AI capabilities related to IDP include:

UiPath LLMs: new LLMs, DocPATH and CommPATH, give businesses LLMs that are extensively trained for their specific tasks, document processing and communications. DocPATH and CommPATH are fine-tuned on industry specific documents and communications for best-in-class accuracy and are built into UiPath Document Understanding and Communications Mining solutions to provide immediate time-to-value. The LLMs can understand any document and a huge variety of message types.

Active Learning: enables automation developers and business users to train specialized models without the need for a data scientist. This experience creates high accuracy specialized models with the least amount of effort.

GenAI connectors: new generative AI connectors allow businesses to harness the best AI models for their needs and apply them to automations across the UiPath Platform. UiPath GenAI connectors empower customers to harness the latest GenAI capabilities. For example, the addition of vision in OpenAI GPT-4V enables automations that can analyze and act based on image inputs. The Unicorn connector provides easy access to the most advanced text model in the Google Vertex PaLM family, helping to automate complex tasks based on language and conversation.

Industry-specific IDP offerings: provides tailored, pre-trained IDP models out-of-the-box for industries such as public sector, healthcare, insurance, and financial services to accelerate end-to-end execution of document processing.

Unstructured Document Processing: GenAI opens the opportunity to extract data from complex documents such as contracts, lease agreements, legal briefs, and any type of long-form unstructured document.

Context Grounding: businesses need a safe, reliable, low touch way to use their business data with AI models. Context Grounding is a new feature within the UiPath AI Trust Layer entering private preview in April. This system extracts information through retrieval augmented generation from company specific datasets, like a knowledge base or internal policies and procedures to create more accurate and insightful responses.

This Everest Group Intelligent Document Processing Products PEAK Matrix Assessment is the yearly assessment providing analysis and insights on IDP technology providers and their products to assist enterprises in their selection processes. The findings, which are based on an evaluation of providers’ impact on the market, overarching vision and product capabilities and support, are seen as benchmarks in standards and quality for the industry. As part of the evaluations, providers are classified into Leaders, Major Contenders, and Aspirants, based on key dimensions.