UiPath Unveils New Family of LLMs at AI Summit to Empower Enterprises to Harness Full Capabilities of GenAI - Seite 2

Context Grounding to augment GenAI models with business specific data

Businesses need a safe, reliable, low touch way to use their business data with AI models. To address this need, UiPath is introducing Context Grounding, a new feature within the UiPath AI Trust Layer that will be entering private preview in April. UiPath Context Grounding helps businesses improve the accuracy of GenAI models by providing prompts a foundation of business context through retrieval augmented generation. This system extracts information from company specific datasets, like a knowledge base or internal policies and procedures to create more accurate and insightful responses.

Context Grounding makes business data LLM-ready by converting it to an optimized format that can easily be indexed, searched, and injected into prompts to improve GenAI predictions. Context Grounding will enhance all UiPath Gen AI experiences in UiPath Autopilots, GenAI Activities, and intelligent document processing (IDP) products like Document Understanding.

GenAI Connectors & IBM watsonx.ai

IBM used UiPath Connector Builder to create a unique watsonx.ai connector. The new connector provides UiPath customers with access to multiple foundational models currently available in watsonx.ai. GenAI use cases, such as summarization, Q&A, task classification, and optimization for chat, are quickly integrated and infused into new and existing UiPath workflows and frameworks. IBM watsonx customers can also access broader UiPath platform capabilities, such as Test Automation, Process Mining and Studio workflows, all within a low/no-code UX environment. IBM’s industry-leading consulting capabilities, coupled with the UiPath Business Automation Platform, will help support successful GenAI adoption, including the right strategy for infusing AI into more powerful, and complex automated workflows.

“IBM and UiPath strongly believe that AI and GenAI are rapidly changing the entire landscape of business globally,” said Tom Ivory, Senior Partner, Vice President, Global Leader of Global Automation at IBM. “We are excited that IBM’s watsonx.ai and UiPath’s Connector Builder together now help create insights and efficiencies that result in real value for our customers.”

The IBM Watson Connector is now generally available through the Integration Service Connector Catalog.

Autopilot for Developers and Testers

UiPath Autopilot is a suite of GenAI-powered experiences across the platform that make automation builders and users more productive. Autopilot experiences for Developers and Testers are now available in preview with a targeted general availability in June. Over 1,500 organizations are using UiPath Autopilot resulting in over 7,000 generations and over 5,500 expressions generated per week.