UiPath Announces New Platform Features to Enable Organizations to Build Better, Faster, and More Comprehensive Automations with UiPath Autopilot™ and GenAI
UiPath (NYSE: PATH) unveiled new features in its Business Automation Platform to enhance AI and automation for businesses. The updates include UiPath Autopilot™ for developers and testers, leveraging GenAI and NLP to accelerate workflow creation and testing processes. New AI enhancements for intelligent document processing, including UiPath DocPath and CommPath, aim to boost accuracy and reduce manual effort. The company also previewed a plugin integrating with Microsoft 365's Copilot, allowing automation within Microsoft Teams. Additionally, UiPath announced the UK availability of its Automation Cloud™ on Microsoft Azure, facilitating compliance with local data residency and regulatory requirements.
- UiPath Autopilot™ aids developers with text to workflow, expressions, and code, with over 70% acceptance rate.
- Enhanced AI models for document processing improve accuracy and reduce training efforts by 80%.
- Automation Cloud™ availability on Microsoft Azure in the UK meets local data residency needs and regulatory compliance.
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Insights
UiPath's new platform features highlight significant progress in the field of business automation and AI. The introduction of UiPath Autopilot™ for developers and testers is a notable advancement. Leveraging generative AI, it simplifies tasks by converting natural language descriptions into workflows, expressions and code. This represents a substantial efficiency boost, reducing the barrier to entry for less experienced developers while speeding up processes for seasoned professionals.
Additionally, the integration of GenAI capabilities into document processing with UiPath DocPath and CommPath is noteworthy. These specialized large language models enhance the accuracy and speed of document handling, a critical function for many enterprises. The active learning component, which reduces training effort by
The preview of the UiPath plugin for Microsoft 365 is another strategic move, facilitating seamless automation within commonly used platforms like Microsoft Teams. This could significantly enhance productivity by automating repetitive tasks across familiar interfaces.
The industry impact here is twofold: increasing the efficiency of development and testing processes and enhancing document processing capabilities. These advancements can potentially lower costs and improve speed to market, making UiPath a more attractive option for businesses looking to streamline operations.
From a market perspective, UiPath's latest features position the company favorably in the competitive landscape of enterprise automation. The company's focus on integrating Generative AI underscores a strategic pivot towards cutting-edge technologies that promise higher efficiency and better outcomes. This could strengthen UiPath's market share, particularly given the growing demand for AI-driven solutions.
The launch of UiPath Automation Cloud™ in the UK also signals a strong commitment to international expansion and regulatory compliance. By addressing local data residency requirements, UiPath is likely to attract more customers in highly regulated industries like financial services and healthcare. This geographical expansion could drive revenue growth and diversify its customer base.
In the short-term, these developments may catalyze higher adoption rates and additional revenue streams. Long-term, UiPath's continuous innovation and compliance with local regulations could solidify its position as a leader in the global automation market. Investors should watch for adoption rates and any resultant financial performance improvements in upcoming quarters.
UiPath Autopilot™ for developers and testers
In the digital enterprise, rapid development and testing speeds are a top priority. UiPath delivers on the promise of AI-powered productivity with the release of UiPath Autopilot™ for developers and testers.
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UiPath Autopilot for developers uses the power of GenAI and natural language processing (NLP) in UiPath Studio to create workflows, generate expressions, and help build automations. With an over
70% acceptance rate, Autopilot for developers text to workflow is making things easier for less experienced developers and speeding up scaffolding for experienced developers. It delivers:- Text to workflow: developers can simply describe an automation idea in natural language, and Autopilot will create the initial workflow.
- Text to expressions: with Autopilot, developers no longer need to remember the exact syntax and structure of expressions. They can describe what they need in natural language and allow AI to generate the correct expression.
- Text to code: generate code from natural language descriptions to shorten time to deployment for automation projects.
- PDF form, text, or image to UiPath Apps: in UiPath Apps, Autopilot enables developers to quickly create a new app—either from a PDF file or from an image of a paper form.
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UiPath Autopilot for testers accelerates every aspect of software testing by leveraging GenAI to refine and improve requirements, generate step-by-step tests from those requirements, and uses those tests to create coded automations. It provides:
- Quality checks: Autopilot analyzes and evaluates requirements to ensure they are clear, consistent, and complete.
- Test design: from those requirements and supporting docs, Autopilot generates manual tests with step-by-step instructions.
- Test automation: Autopilot converts any text, such as manual tests, into automated tests in UiPath Studio with little to no effort.
- Test insights: Autopilot provides real-time, actionable insights into the test case portfolio to offer continuous improvement.
UiPath plugin and integration with Copilot for Microsoft 365
Now in preview, the integration enables joint customers to automate end-to-end business processes with co-workers directly within Microsoft Teams. Customers will have access to a prebuilt automation library to run automations that complete common, repetitive tasks, along with specialized automations for function- or industry-specific tasks. Users can also discover and run automations their company has developed.
New AI enhancements for IDP
UiPath is committed to building the best-in-class AI models for core business tasks. At UiPath On Tour London, the company released new AI enhancements for intelligent document processing (IDP) capabilities, including:
- UiPath DocPath and CommPath: specialized large language models (LLMs) enabling out-of-the-box processing of any document or message, with increased accuracy, speed, and scale. Both LLMs are now in general availability.
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Active learning: reduced training effort by
80% with the introduction of active learning techniques. Now, anyone can easily train their own models with active guidance from AI; no machine learning or coding skills are required. -
Generative validation: use GenAI to validate Document Understanding model outputs. Generative validation offers a “second opinion” on the data extracted from documents, reducing the workload of human annotators. This reduces the time spent on human validation, decreases average handling time, and boosts automation rates by up to
200% .
AI-powered building blocks
UiPath is using AI to simplify and improve higher-level automation tasks. GenAI activities are a curated collection of activities that simplify common GenAI use cases for automation developers, including:
- Content generation: generates a chat response for the provided request using chat completion models.
- PII filtering: scans the input text, identifies any Personally Identifiable Information (PII) or Protected Health Information (PHI), and replaces such data with a redaction marker.
- Summarize text: summarizes text using an LLM.
- Translate: detects and reports the language of any given text.
- Object Detection: identifies and locates objects within images for tasks like automated inspections or data collection.
- Image Classification: categorizes images into predefined classes to support processes like sorting products or analyzing documents.
- Categorize: organizes data into categories for improved analysis and decision making in workflows.
- Named Entity Recognition: extracts specific entities (like names, places, and dates) from text, aiding in information retrieval and organization.
In addition, Intelligent UI form-handling capabilities leverage UiPath specialized AI and the learnings from Clipboard AI. These activities accelerate development and reduce maintenance as they deal with a form as a single entity, rather than a collection of individual fields. They include:
- Form fill: uses AI to complete a form. Given input data and a form, the activity will use AI to map data to the available input fields, fill in the data, and submit the form.
- Form copy: uses AI to read the data from a form. Given a target form, the activity will use AI to extract data and map it to a derived data structure.
- Set value: uses AI to input data into a single field.
All activities use the UiPath Trust Layer, ensuring customers can use GenAI-powered capabilities with the confidence that company data and policies govern them.
UiPath Automation Cloud™ availability in the
At UiPath on Tour London, the company also announced the general availability of UiPath Automation Cloud™ on Microsoft Azure in the
About UiPath
UiPath (NYSE: PATH) is on a mission to uplevel knowledge work so more people can work more creatively, collaboratively, and strategically. The AI-powered UiPath Business Automation Platform combines the leading robotic process automation (RPA) solution with a full suite of capabilities to understand, automate, and operate end-to-end processes, offering unprecedented time-to-value. For organizations that need to evolve to survive and thrive through increasingly changing times, UiPath is The Foundation of Innovation™.
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