Book Image

Robotic Process Automation Projects

By : Nandan Mullakara, Arun Kumar Asokan
Book Image

Robotic Process Automation Projects

By: Nandan Mullakara, Arun Kumar Asokan

Overview of this book

Robotic Process automation helps businesses to automate monotonous tasks that can be performed by machines. This project-based guide will help you progress through easy to more advanced RPA projects. You’ll learn the principles of RPA and how to architect solutions to meet the demands of business automation, along with exploring the most popular RPA tools - UiPath and Automation Anywhere. In the first part, you’ll learn how to use UiPath by building a simple helpdesk ticket system. You’ll then automate CRM systems by integrating Excel data with UiPath. After this, the book will guide you through building an AI-based social media moderator using Google Cloud Vision API. In the second part, you’ll learn about Automation Anywhere's latest Cloud RPA platform (A2019) by creating projects such as an automated ERP administration system, an AI bot for order and invoice processing, and an automated emergency notification system for employees. Later, you’ll get hands-on with advanced RPA tasks such as invoking APIs, before covering complex concepts such as Artificial Intelligence (AI) and machine learning in automation to take your understanding of RPA to the next level. By the end of the book, you’ll have a solid foundation in RPA with experience in building real-world projects.
Table of Contents (14 chapters)

Process mining and process discovery

Process mining is a set of techniques that enable enterprises to understand the actual processes that are followed in organizations. Most end users visualize these processes as simple workflow diagrams. The reality is that the actual processes being followed by people on the ground are much more complex. Process mining helps you visualize and analyze these complex processes.

While we do RPA, we usually come back from looking at end users with simple workflows. We discover the complexity of the process as we progress through the automation. End users point out the branches that have been missed, one by one. Process complexity and identifying processes for automation and prioritizing them are some of the challenges for RPA.

Process mining and process discovery come to the rescue here. We can now add process mining with RPA. Both UiPath and Automation Anywhere have their own offerings in this area that can be used. There are also dedicated process mining...