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Achieving Business Automation with AI-Powered RPA

Google 우선 소스Published2023.09.15 16:14

AI-based SW robot automation…end-to-end automation
Google Announces Vertex AI Connector for Google Cloud

We are now in the age of AI, and AI has reached the realm of business automation, driving the digital transformation of our daily lives. UIPath, a software robotics platform, is automating business processes to accelerate operational efficiency for businesses.

Bong-seon Lee, Managing Director of UiPath Korea, a global enterprise automation software company, introduced RPA trends and UiPath's business automation platform linked to them at the 'Innovative Technology and Utilization Case Seminar with Future Smart Factory Innovators' held at the KIEI Industrial Education Research Institute on the 14th.

▲Bongseon Lee, Executive Director of the Industrial Education Research Institute UIPath Korea


'RPA (Robotic Process Automation)' is a technology that automates tasks by allowing software robots to perform business processes. For example, robots can replace employees with document tasks like data entry and email transmission, improving efficiency and productivity. The concept is that systems, software, and applications are all connected and operated automatically, with individual robots taking over repetitive tasks.

This was called UI automation, but recently, the trend has been to combine AI and RPA.

Gartner predicts that hyperautomation will become a trend. Hyperautomation combines various technologies, including RPA, AI/ML, natural language processing (NLP), and large-scale language modeling (LLM), to automate business processes.

Robots have already been widely adopted in manufacturing, and software robots are expected to revolutionize manufacturing in the future. Executive Director Lee stated, "UIPath's AI automation platform is a flexible platform that actively applies generative AI, such as ChatGPT, to work processes. AI enables end-to-end automation, even in areas previously unautomated."

Simply put, RPA is the hands and feet, and AI is the brain. By automating end-to-end process automation with AI-based software robots, integrated operations can be achieved, ensuring interoperability, efficiency, scalability, and flexibility.

“The purpose of UiPath is to collaborate between generative AI and specialized domain AI, that is, in the business field,” said the executive director.

Meanwhile, in August, UiPath unveiled the Google Vertex AI Connector for Google Cloud, which allows developers, data scientists, and machine learning engineers to integrate generative text and chat completion capabilities into their automation.

It supports easy integration of generative AI output into automation, enabling tasks such as summarizing, answering questions, and categorizing based on prompts. Users can utilize the connector to easily access PaLM 2, a large language model (LLM), including text generation.

UiPath said, “Vertex AI enables companies to quickly and seamlessly integrate ML models into business processes without complex coding or manual work.”

UiPath has expanded its partnership with Google Cloud. Customers can now automate Google Workspace workloads through connectors for Google-integrated services like Gmail, Google Calendar, Google Spreadsheets, and Google Drive.
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