RPA and AI empowered Digital Transformation
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This document discusses robotic process automation (RPA) and how it can be empowered by artificial intelligence (AI). RPA involves using software "robots" to emulate human actions and automate repetitive tasks. The document outlines how RPA is being used increasingly in academic research and industry reports. It also describes how the UiPath platform allows users to build automated workflows through a visual drag-and-drop interface and how UiPath robots can incorporate various AI skills like computer vision, document understanding, and conversational understanding to take on more complex automated tasks. The document provides an example of invoice processing and concludes with a demonstration of face detection using AI services from Azure Cognitive Services.
RPA and AI empowered Digital Transformation
- 1. Robotic Process Automation and AI empowered Digital Transformation Andrei Oros
- 3. Andrei Oros andreioros.com github.com/orosandrei @orosandrei Engineering Manager @ UiPath 10+ years of experience in Software Engineering & Process Automation Computer Science // B Strategic Management // M, D candidate
- 4. Topics Robotic Process Automation RPA as catalyst for AI AI empowered #AutomationFirst DEMO. Ui + Azure Cognitive Services
- 5. RPA â what is it? Robotics Embedded Electronics
- 6. RPA in Academic publications 1990 - 2018
- 7. RPA in Academic publications & Capgemini reports 2010 - 2018 1990 - 2018
- 8. Code free. Visual modeling, easy drag & drop, point and click. Powerful recorder automatically turns user clicks and keystrokes into a workflow. Rich library of pre-defined template activities.
- 9. + POWERFUL YET SIMPLE TO USE FASTEST TO IMPLEMENT HIGHLY SCALABLE EXTENSIBLE & INTELLIGENT The UiPath Platform
- 10. RPA is continually evolving UiPath Robots are learning new skills RPA Emulates Humans RPA + AI Assisting Humans Rules-Based, Repetitive Tasks with Computer Vision Increasingly Complex, Cognitive Tasks INCREASING PROCESS AUTOMATION INTELLIGENCE
- 11. Drag and Drop AI Add skills to your automations in 3 easy steps Drag and Drop an AI Skill into your Automation Workflow Customize AI Skills Parameters Open UiPath Studio Add your AI Skills directly in UiPath Studio. Utilize AI skills which are embedded out-of-the-box, download from Go!, or import your own. No technical skills required. Updates can be made by analysts and business users. 1 2 3
- 12. UiPath Robots are built with four core embedded cognitive AI Skills Embedded AI skills introduce new automation possibilities, enable access to new sources of unstructured data, and improve automation efficiency and robustness. Visual Understanding Human-like recognition of UI elements Document Understanding Insight into new sources of unstructured data Process Understanding Opportunities derived from analyzing user patterns Conversational Understanding Sentiment of text, chat, and voice inputs EMBEDDED SKILLS EMBEDDED SKILLS EMBEDDED SKILLS EMBEDDED SKILLS
- 13. Fun fact: Automation Anywhere licensed this technology from UiPath sometime in 2009. Traces of it could still be found in Automation Anywhere 10. Itâs important to mention that they have not updated this library since 2011.9y
- 14. Computer Vision // in preview
- 16. Import best-in-class skills from UiPath ecosystem partners & experts Visual Understanding Human-like recognition of UI elements Document Understanding Insight into new sources of unstructured data Process Understanding Opportunities derived from analyzing user patterns Conversational Understanding Sentiment of text, chat, and voice inputs ECOSYSTEM SKILLS EMBEDDED SKILLS EMBEDDED SKILLS EMBEDDED SKILLS EMBEDDED SKILLS Specialized, Industry and Solution Skills GO!
- 17. The flexibility to bring your own skills With UiPath you have the flexibility to use custom skills built for your business. CUSTOM SKILLS ECOSYSTEM SKILLS Visual Understanding Human-like recognition of UI elements Document Understanding Insight into new sources of unstructured data Process Understanding Opportunities derived from analyzing user patterns Conversational Understanding Sentiment of text, chat, and voice inputs EMBEDDED SKILLS EMBEDDED SKILLS EMBEDDED SKILLS EMBEDDED SKILLS GO!
- 20. Easy to get started https://www.uipath.com/developers/community-edition https://www.uipath.com/rpa/go Build a solid career in RPA FREE Advanced RPA Developer certification until June 30th, 2019 https://www.uipath.com/rpa/academy/certificationshttps://www.uipath.com/rpa/academy
- 21. Demo face detection Azure Cognitive Services + UI Automation