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| automation in accounting and finance: Robotic Process Automation Christian Czarnecki, Peter Fettke, 2021-05-10 This book brings together experts from research and practice. It includes the design of innovative Robot Process Automation (RPA) concepts, the discussion of related research fields (e.g., Artificial Intelligence, AI), the evaluation of existing software products, and findings from real-life implementation projects. Similar to the substitution of physical work in manufacturing (blue collar automation), Robotic Process Automation tries to substitute intellectual work in office and administration processes with software robots (white-collar automation). The starting point for the development of RPA was the observation that – despite the use of process-oriented enterprise systems (such as ERP, CRM and BPM systems) – additional manual activities are still indispensable today. In the RPA approach, these manual activities are learned and automated by software robots, either by defining rules or by observing manual activities. RPA is related to business process management, machine learning, and artificial intelligence. Tools for RPA originated from dedicated stand-alone software. Today, RPA functionalities are also integrated into elaborated process management suites. From a conceptual perspective, RPA can be structured into input components (sensors in the wide sense), an intelligence center, and output components (actuators in the wide sense). From a strategic perspective, the impact of RPA can be related to the support of existing tasks, the complete substitution of human activities, and the innovation of processes as well as business models. At present, high expectations are related to the use of RPA in the improvement of software-supported business processes. Manual activities are learned and automated by software robots that interact with existing applications via the presentation layer. In combination with artificial intelligence (AI) as well as innovative interfaces (e. g., voice recognition) RPA creates a novel level of automation for office and administration processes. Its benefit potential reaches a return on investment (ROI) up-to 800% that is documented in various case studies. |
| automation in accounting and finance: The 4-hour Workweek Timothy Ferriss, 2011 How to reconstruct your life? Whether your dream is experiencing high-end world travel, earning a monthly five-figure income with zero management, or just living more and working less, this book teaches you how to double your income, and how to outsource your life to overseas virtual assistants for $5 per hour and do whatever you want. |
| automation in accounting and finance: New Trends in Finance and Accounting David Procházka, 2016-12-25 This book presents the most current trends in the field of finance and accounting from an international perspective. Featuring contributions presented at the 17th Annual Conference on Finance and Accounting at the University of Economics in Prague, this title provides a mix of research methods used to uncover the hidden consequences of accounting convergence in the private (IFRS) and public sectors (IPSAS). Topics covered include international taxation (from both the micro- and macroeconomic level), international investment, monetary economics, risk management, management accounting, auditing, investment capital, corporate finance and banking, among others. The global business environment shapes the international financial flows of finance and the demand for international harmonization of accounting. As such, the field of global finance and accounting has encountered some new challenges. For example, policy-makers and regulators are forced to restructure their tools to tackle with new features of trading at global capital markets and international investment. This book complements this global view of development with country-specific studies, focusing on emerging and transitioning economies, which are affected indirectly and in unforeseen ways. The combination of global perspective and local specifics makes this volume attractive and useful to academics, researchers, regulators and policy-makers in the field of finance and accounting. |
| automation in accounting and finance: Blockchain, Artificial Intelligence and Financial Services Sean Stein Smith, 2019-11-15 Blockchain technology and artificial intelligence (AI) have the potential to transform how the accounting and financial services industries engage with the business, stakeholder and consumer communities. Presenting a blend of technical analysis with current and future applications, this book provides professionals with an action plan to embrace and move forward with these new technologies in financial and accounting organizations. It is written in a conversational style that is unbiased and objective, replacing jargon and technical details with real world case examples. |
| automation in accounting and finance: What is an Exchange? Ruben Lee, 1998-11-12 New technology has revolutionized the nature and threatened the existence of traditional stock and futures exchanges. This book analyses how they have responded to developments in automation, |
| automation in accounting and finance: Artificial Intelligence in Accounting Cory Ng, John Alarcon, 2020-12-08 Artificial Intelligence in Accounting: Practical Applications was written with a simple goal: to provide accountants with a foundational understanding of AI and its many business and accounting applications. It is meant to serve as a guide for identifying opportunities to implement AI initiatives to increase productivity and profitability. This book will help you answer questions about what AI is and how it is used in the accounting profession today. Offering practical guidance that you can leverage for your organization, this book provides an overview of essential AI concepts and technologies that accountants should know, such as machine learning, deep learning, and natural language processing. It also describes accounting-specific applications of robotic process automation and text mining. Illustrated with case studies and interviews with representatives from global professional services firms, this concise volume makes a significant contribution to examining the intersection of AI and the accounting profession. This innovative book also explores the challenges and ethical considerations of AI. It will be of great interest to accounting practitioners, researchers, educators, and students. |
| automation in accounting and finance: Your Money: The Missing Manual J.D. Roth, 2010-03-04 Keeping your financial house in order is more important than ever. But how do you deal with expenses, debt, taxes, and retirement without getting overwhelmed? This book points the way. It's filled with the kind of practical guidance and sound insights that makes J.D. Roth's GetRichSlowly.org a critically acclaimed source of personal-finance advice. You won't find any get-rich-quick schemes here, just sensible advice for getting the most from your money. Even if you have perfect credit and no debt, you'll learn ways to make your rosy financial situation even better. Get the info you need to make sensible decisions on saving, spending, and investing Learn the best ways to set and achieve financial goals Set up a realistic budget framework and learn how to track expenses Discover proven methods to help you eliminate debt Understand how to use credit wisely Win big by making smart decisions on your home and other big-ticket items Learn how to get the most from your investments by avoiding rash decisions Decide how -- and how much -- to save for retirement |
| automation in accounting and finance: Artificial Intelligence in Accounting and Auditing Mariarita Pierotti, |
| automation in accounting and finance: A Celebration Society Jonathan Kolber, 2015-12-01 Accelerating automation threatens to displace multitudes of workers. The proposals to deal with the crisis -- increased education and guaranteed minimum income -- are insufficient. Here is a new solution from Jonathan Kolber, author of Adam Smith's Wealth of Nations. ENDORSEMENTS: A far reaching elucidation of many of today's (and more importantly, tomorrow's) global problems, but he has also done that rare and difficult thing - provided a thoughtful and detailed solution to them....The coming economic disruption that will be caused by automation and robotics in the next few decades will create enormous social upheaval - and whether that effect is negative or positive depends on how many people will seriously embrace the principles in this book. Alexander R. Bandar, Ph.D. Founder/CEO of the Columbus Idea Foundry This is an unusual book that you have to read. Most works on the future are familiar treatments of fairly well-known issues, whereas Jonathan Kolber has given us exactly what the title suggests-a celebration of the marvelous breakthroughs ahead and their profound possibilities. Well-researched and beautifully written, this book will inspire you. William E. Halal George Washington University and President of TechCast Global Author, Technology's Promise: Expert Knowledge on the Transformation of Business and Society Well-researched and instructive, this is a must-read for people interested in creating a more positive and meaningful society. Brian Vicente co-director of Colorados's Amendment 64 campaign An excellent book which is a par excellence achievement that connects 26 widely disparate domains. Very well written.... every chapter and page had great insights. Rohit Sharma Founder of Perchingtree Author, Luck Reengineering and Mental Model Innovation Kolber has created the blueprint for growth and effortless prosperity by shifting from the competitive model to the cooperative model. Berny Dohrmann Founder of CEO Space International Author, Redemption: The Cooperation Revolution The author takes a systematic look at every function of a civilization: from economics to well-being to governance, and paints a picture of a civilization that is based on abundance instead of scarcity. Infoversant Book Reviews |
| automation in accounting and finance: Digitalization in Finance and Accounting David Procházka, 2021-02-05 This book explores current digitalization issues in finance and accounting with particular focus on emerging and transitioning markets. It features models, empirical studies and cases studies on topics such as Fintech, blockchain technology, financing renewable energy, and XBRL usage from sectors such health care, pharmacology, transportation, and education. Such a complex view of current economic phenomena makes the volume attractive not only for academia, but also for regulators and policy-makers, when deliberating the potential outcome of competing regulatory mechanisms. |
| automation in accounting and finance: Making Money Simple Peter Lazaroff, 2019-04-02 Simplify your financial life and ensure financial success into the future Feeling paralyzed by the overwhelming number of complex decisions you need to make with your money? You don’t need to be an expert to achieve financial freedom. You just need a framework that makes the right choices simple and easy to make. Making Money Simple provides that much-needed process so you can get on the right track to long-term financial security. This valuable resource provides a solid foundation for all the nuanced personal finance decisions you need to make as you go through your career, hit major life milestones, and look to grow wealth. It’s a blueprint for financial achievement—even through tough-to-navigate situations where there are no clear-cut rules. After you read Making Money Simple, you’ll be able to create your personal plan for success using proven wealth management methods and real-world financial strategies. From basic financial principles to advanced investing techniques, you’ll get comprehensive coverage of fundamental financial topics with easy-to-follow advice from author Peter Lazaroff, who draws from his expertise as the Chief Investment Officer of a multi-billion-dollar wealth management firm to give you the tools you need to simplify your financial situation and make the right moves at every opportunity. Getting your finances in order doesn’t have to be hard. It doesn’t require fancy, convoluted investment strategies. Nor does it require keeping track of detailed spreadsheets. You just need this step-by-step process to get your financial house in order and keep it that way forever. It doesn’t matter what your specific situation is. We all need to understand our money—and what to do with it. Making Money Simple shows you how to: Develop clear financial goals and plan for your future Understand the three crucial elements of building a strong financial house Implement effective investment strategies to grow your wealth and avoid costly mistakes Learn ten smart questions to ask when hiring financial professionals For those seeking to secure a solid financial future, Making Money Simple: A Complete Guide to Getting Your Financial House in Order and Keeping It That Way Forever is the roadmap to get you there. |
| automation in accounting and finance: Finance and Accounting for Energy Engineers S. Bobby Rauf, 2021-01-08 Understanding finance and accounting principles is important in interfacing and conducting business with accountants, financial analysts, and members of upper management. In a relatively simple and easy-to-understand manner, this book familiarizes professionals with decision making skills founded on financial calculations and quantitative analysis. It covers finance and accounting ratios and other metrics; income statements, balance sheets, cash flow, and working capital concepts; inventory concepts; life cycle, period, direct, and indirect costs; and energy performance contracting. Each chapter concludes with a list of questions or problems for self-assessment and knowledge affirmation purposes. Answers to the questions are at the back of the book. |
| automation in accounting and finance: Handbook of Research on Applied AI for International Business and Marketing Applications Christiansen, Bryan, Škrinjari?, Tihana, 2020-09-25 Artificial intelligence (AI) describes machines/computers that mimic cognitive functions that humans associate with other human minds, such as learning and problem solving. As businesses have evolved to include more automation of processes, it has become more vital to understand AI and its various applications. Additionally, it is important for workers in the marketing industry to understand how to coincide with and utilize these techniques to enhance and make their work more efficient. The Handbook of Research on Applied AI for International Business and Marketing Applications is a critical scholarly publication that provides comprehensive research on artificial intelligence applications within the context of international business. Highlighting a wide range of topics such as diversification, risk management, and artificial intelligence, this book is ideal for marketers, business professionals, academicians, practitioners, researchers, and students. |
| automation in accounting and finance: Introduction to Business Lawrence J. Gitman, Carl McDaniel, Amit Shah, Monique Reece, Linda Koffel, Bethann Talsma, James C. Hyatt, 2024-09-16 Introduction to Business covers the scope and sequence of most introductory business courses. The book provides detailed explanations in the context of core themes such as customer satisfaction, ethics, entrepreneurship, global business, and managing change. Introduction to Business includes hundreds of current business examples from a range of industries and geographic locations, which feature a variety of individuals. The outcome is a balanced approach to the theory and application of business concepts, with attention to the knowledge and skills necessary for student success in this course and beyond. This is an adaptation of Introduction to Business by OpenStax. You can access the textbook as pdf for free at openstax.org. Minor editorial changes were made to ensure a better ebook reading experience. Textbook content produced by OpenStax is licensed under a Creative Commons Attribution 4.0 International License. |
| automation in accounting and finance: Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance El Bachir Boukherouaa, Mr. Ghiath Shabsigh, Khaled AlAjmi, Jose Deodoro, Aquiles Farias, Ebru S Iskender, Mr. Alin T Mirestean, Rangachary Ravikumar, 2021-10-22 This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight. |
| automation in accounting and finance: Contemporary Issues in Accounting Elaine Conway, Darren Byrne, 2018-06-01 The book explores the developing challenges and opportunities within the business and finance world which are likely to impact the accounting profession in the near future. It outlines a number of approaches to ensure that the accountants of the future are equipped with a useful awareness of some of the key topic areas that are quickly becoming a reality and helps bridge the gap between academia and practice. The chapters are standalone introductory pieces to provide useful précis of key topics and how they apply to the accounting profession in particular. It aims to deliver key readings on ‘hot topics’ not addressed in other texts which the accounting profession is tackling or are likely to tackle soon. Hence the book provides accounting students and researchers a solid grounding in a broad range of highly relevant non-technical accounting themes, looking at the bigger environment in which future accountants will be operating, involving considerations of strategic corporate governance issues and highlighting competences beyond the standard technical accounting skill sets. |
| automation in accounting and finance: Tech Trends in Practice Bernard Marr, 2020-04-09 ***BUSINESS BOOK AWARDS - FINALIST 2021*** Discover how 25 powerful technology trends are transforming 21st century businesses How will the latest technologies transform your business? Future Tech Trends in Practice will give you the knowledge of today’s most important technology trends, and how to take full advantage of them to grow your business. The book presents25 real-world technology trends along with their potential contributions to organisational success. You’ll learn how to integrate existing advancements and plan for those that are on the way. In this book, best-selling author, strategic business advisor, and respected futurist Bernard Marr explains the role of technology in providing innovative businesses solutions for companies of varying sizes and across different industries. He covers wide-ranging trends and provides an overview of how companies are using these new and emerging technologies in practice. You, too, can prepare your company for the potential and power of trending technology by examining these and other areas of innovation described in Future Tech Trends in Practice: Artificial intelligence, including machine and deep learning The Internet of Things and the rise of smart devices Self-driving cars and autonomous drones 3D printing and additive manufacturing Blockchain technology Genomics and gene editing Augmented, virtual and mixed reality When you understand the technology trends that are driving success, now and into the future, you’ll be better positioned to address and solve problems within your organisation. |
| automation in accounting and finance: Artificial Intelligence for Audit, Forensic Accounting, and Valuation Al Naqvi, 2020-08-25 Strategically integrate AI into your organization to compete in the tech era The rise of artificial intelligence is nothing short of a technological revolution. AI is poised to completely transform accounting and auditing professions, yet its current application within these areas is limited and fragmented. Existing AI implementations tend to solve very narrow business issues, rather than serving as a powerful tech framework for next-generation accounting. Artificial Intelligence for Audit, Forensic Accounting, and Valuation provides a strategic viewpoint on how AI can be comprehensively integrated within audit management, leading to better automated models, forensic accounting, and beyond. No other book on the market takes such a wide-ranging approach to using AI in audit and accounting. With this guide, you’ll be able to build an innovative, automated accounting strategy, using artificial intelligence as the cornerstone and foundation. This is a must, because AI is quickly growing to be the single competitive factor for audit and accounting firms. With better AI comes better results. If you aren’t integrating AI and automation in the strategic DNA of your business, you’re at risk of being left behind. See how artificial intelligence can form the cornerstone of integrated, automated audit and accounting services Learn how to build AI into your organization to remain competitive in the era of automation Go beyond siloed AI implementations to modernize and deliver results across the organization Understand and overcome the governance and leadership challenges inherent in AI strategy Accounting and auditing firms need a comprehensive framework for intelligent, automation-centric modernization. Artificial Intelligence for Audit, Forensic Accounting, and Valuation delivers just that—a plan to evolve legacy firms by building firmwide AI capabilities. |
| automation in accounting and finance: Clever Girl Finance Bola Sokunbi, 2019-06-25 Take charge of your finances and achieve financial independence – the Clever Girl way Join the ranks of thousands of smart and savvy women who have turned to money expert and author Bola Sokunbi for guidance on ditching debt, saving money, and building real wealth. Sokunbi, the force behind the hugely popular Clever Girl Finance website, draws on her personal money mistakes and financial redemption to educate and empower a new generation of women on their journey to financial freedom. Lighthearted and accessible, Clever Girl Finance encourages women to talk about money and financial wellness and shows them how to navigate their own murky financial waters and come out afloat on the other side. Monitor your expenses, build a budget, and stick with it Make the most of a modest salary and still have money to spare Keep your credit in check and clean up credit card chaos Start and succeed at your side hustle Build a nest egg and invest in your future Transform your money mindset and be accountable for your financial well-being Feel the power of real-world stories from other “clever girls” Put yourself on the path to financial success with the valuable lessons learned from Clever Girl Finance. |
| automation in accounting and finance: Advances in Digital Science Tatiana Antipova, 2021-03-14 This book gathers selected papers that were submitted to the 2021 International Conference on Advances in Digital Science (ICADS 2021) that aims to make available the discussion and the publication of papers on all aspects of single and multi-disciplinary research on Conference topics (https://ics.events/icads-2021/). ICADS 2021 was held on February 19–21, 2021. An important characteristic feature of Conference is the short publication time and world-wide distribution. Written by respected researchers, the book covers a range of innovative topics related to: Advances in Digital Agriculture & Food Technology, Advances in Digital Economics, Advances in Digital Education, Advances in Public Health Care, Hospitals & Rehabilitation, Advances in Digital Social Media, Advances in Digital Technology & Applied Sciences, Advances in E-Information Systems, and Advances in Public Administration. This book is useful for private and professional non-commercial research and classroom use (e.g. sharing the contribution by mail or in hard copy form with research colleagues for their professional non-commercial research and classroom use); for use in presentations or handouts for any level students, researchers, etc.; for the further development of authors’ scientific career (e.g. by citing, and attaching contributions to job or grant application). |
| automation in accounting and finance: Business Trends in Practice Bernard Marr, 2021-11-15 WINNER OF THE BUSINESS BOOK OF THE YEAR AWARD 2022! Stay one step ahead of the competition with this expert review of the most impactful and disruptive business trends coming down the pike Far from slowing down, change and transformation in business seems to come only at a more and more furious rate. The last ten years alone have seen the introduction of groundbreaking new trends that pose new opportunities and challenges for leaders in all industries. In Business Trends in Practice: The 25+ Trends That Are Redefining Organizations, best-selling business author and strategist Bernard Marr breaks down the social and technological forces underlying these rapidly advancing changes and the impact of those changes on key industries. Critical consumer trends just emerging today—or poised to emerge tomorrow—are discussed, as are strategies for rethinking your organisation’s product and service delivery. The book also explores: Crucial business operations trends that are changing the way companies conduct themselves in the 21st century The practical insights and takeaways you can glean from technological and social innovation when you cut through the hype Disruptive new technologies, including AI, robotic and business process automation, remote work, as well as social and environmental sustainability trends Business Trends in Practice: The 25+ Trends That Are Redefining Organizations is a must-read resource for executives, business leaders and managers, and business development and innovation leads trying to get – and stay – on top of changes and disruptions that are right around the corner. |
| automation in accounting and finance: Integrated Investing Bonnie Foley-Wong, 2016-10-15 Balancing financial skills with an ethical mindset and intuition is challenging in an increasingly complex world and market. Integrated Investing offers an insightful methodology and practice for making investment decisions that reap rewards while matching your values. Developed over more than two decades' experience in finance, investment banking and venture capital, Foley-Wong's tools will shift your perspective about the relationship between money and social good, while techniques will help you to evaluate investments in high-stakes situations. The result? You will learn to make savvy investments time and again that meet your goals while also benefiting your community and planet. Radical yet practical, provoking and empowering, Integrated Investing is a must read for anyone with the desire for a better world, and a dollar to create it. Bonnie Foley-Wong is the founder of Pique Ventures, an impact investment and management company, and Pique Fund, an angel fund focusing on leadership diversity and women-led ventures. She has made and financed over $1 billion of alternative investments in Europe and North America. Having grown up in a working-class family, education had the biggest impact on her life. She strongly believes in empowering people with knowledge to make better and more mindful investment decisions. Foley-Wong is a Chartered Professional Accountant, Chartered Accountant, and a CFA charterholder. She presently resides in Vancouver, Canada, with her husband and young daughter. |
| automation in accounting and finance: Deep Finance Glenn Hopper, 2021-11-16 Deep Finance is informative, enlightening, and embraces the innovation all around us - perfect for trailblazing CFOs ready to dive deep into an era of information, analytics, and Big Data. ARE YOU READY FOR A DIGITAL TRANSFORMATION? LEAD THE AGE OF ANALYTICS WITH DEEP FINANCE. Glenn Hopper uses a unique blend of financial leadership and technical expertise to help businesses of all sizes optimize and modernize. Not a software engineer? Neither is Glenn Hopper, but his story shows how any finance leader can embrace the tech innovations shaping our world to revolutionize finance operations. Accounting has come a long way since the time of the abacus, computer punch cards, or even the paper ledger. Modern finance leaders have the ability and tools to build a team that harnesses the power of business intelligence to make their jobs easier. Leaders who aren’t aware of these opportunities are simply going to be outpaced by competitors willing to adapt to the 21st century and beyond. Deep Finance will take you from asking “What Is AI?” to walking a clear path toward your own digital transformation. Elevate your leadership and be a champion for data science in your department. In Deep Finance, you will: · Study the history of accounting—and why the age of analytics is the next logical step for all finance departments. · Step into the age of artificial intelligence and view the pathway to a digital transformation. · Expand your role as CFO by integrating business intelligence and analytics into your everyday tasks. · Weigh the pros and cons of buying or building software to manage transactions, analyze and collect data, and identify trends. · Become a “New Age CFO” who can make better financial decisions and identify where your company is moving. · Develop the language to elevate your entire management team as you enter the age of artificial intelligence. Don’t get left behind. Your competitors or team members recognize the possibilities that are available to finance departments everywhere. Take the first steps toward a digital transformation and evolution to a data-driven culture. Grab your copy of Deep Finance today! |
| automation in accounting and finance: Structural Change and Economic Growth Luigi L. Pasinetti, 1981-04-16 This book presents an original theoretical treatment of the problems of maintaining full employment in a multisector economic system |
| automation in accounting and finance: Accounting and Corporate Reporting Soner Gokten, 2017-09-20 We have spent a great deal of time on the continued development of accounting and auditing standards, which are used as a primary component of corporate reporting, to reach today's financial reporting framework. However, is it possible to say that, currently, financial statements provide full and prompt disclosure? Or will they still be useful as a primary element with their current structures in corporate reporting? Undoubtedly, we are deeply concerned about these issues in recent times. This volume contains chapters to discuss the today's and tomorrow's accounting and corporate reporting phenomena in a comprehensive and multidimensional way. Therefore, this book is organized into six sections: Achieving Sustainability through Corporate Reporting, International Standardization, Financial Reporting Quality, Accounting Profession and Behavioral Aspects, Public Sector Accounting and Reporting, and Managerial Accounting. |
| automation in accounting and finance: Financial Reporting Using XBRL Charles Hoffman, 2006 Guide to using XBRL for financial reporting written by Charles Hoffman, CPA and the father of XBRL. This is a great resource for those who want to get started using XBRL. |
| automation in accounting and finance: Information Technology Control and Audit, Fifth Edition Angel R. Otero, 2018-07-27 The new fifth edition of Information Technology Control and Audit has been significantly revised to include a comprehensive overview of the IT environment, including revolutionizing technologies, legislation, audit process, governance, strategy, and outsourcing, among others. This new edition also outlines common IT audit risks, procedures, and involvement associated with major IT audit areas. It further provides cases featuring practical IT audit scenarios, as well as sample documentation to design and perform actual IT audit work. Filled with up-to-date audit concepts, tools, techniques, and references for further reading, this revised edition promotes the mastery of concepts, as well as the effective implementation and assessment of IT controls by organizations and auditors. For instructors and lecturers there are an instructor’s manual, sample syllabi and course schedules, PowerPoint lecture slides, and test questions. For students there are flashcards to test their knowledge of key terms and recommended further readings. Go to http://routledgetextbooks.com/textbooks/9781498752282/ for more information. |
| automation in accounting and finance: Guide to Audit Data Analytics AICPA, 2018-02-21 Designed to facilitate the use of audit data analytics (ADAs) in the financial statement audit, this title was developed by leading experts across the profession and academia. The guide defines audit data analytics as “the science and art of discovering and analyzing patterns, identifying anomalies, and extracting other useful information in data underlying or related to the subject matter of an audit through analysis, modeling, and visualization for planning or performing the audit.” Simply put, ADAs can be used to perform a variety of procedures to gather audit evidence. Each chapter focuses on an audit area and includes step-by-step guidance illustrating how ADAs can be used throughout the financial statement audit. Suggested considerations for assessing the reliability of data are also included in a separate appendix. |
| automation in accounting and finance: Digital Transformation in Accounting Richard Busulwa, Nina Evans, 2021-05-30 Digital Transformation in Accounting is a critical guidebook for accountancy and digital business students and practitioners to navigate the effects of digital technology advancements, digital disruption, and digital transformation on the accounting profession. Drawing on the latest research, this book: Unpacks dozens of digital technology advancements, explaining what they are and how they could be used to improve accounting practice. Discusses the impact of digital disruption and digital transformation on different accounting functions, roles, and activities. Integrates traditional accounting information systems concepts and contemporary digital business and digital transformation concepts. Includes a rich array of real-world case studies, simulated problems, quizzes, group and individual exercises, as well as supplementary electronic resources. Provides a framework and a set of tools to prepare the future accounting workforce for the era of digital disruption. This book is an invaluable resource for students on accounting, accounting information systems, and digital business courses, as well as for accountants, accounting educators, and accreditation / advocacy bodies. |
| automation in accounting and finance: The Numbers Business Della Hudson, 2018-09-10 Having applied her corporate experience to building a modern cloud accountancy practice, Della Hudson presents her road map to help you to do the same. Here, she shares her hard-earned knowledge so that other accountancy professionals can grow their own successful, scaleable and even sellable businesses. |
| automation in accounting and finance: The Essentials of Machine Learning in Finance and Accounting Mohammad Zoynul Abedin, M. Kabir Hassan, Petr Hajek, Mohammed Mohi Uddin, 2021-06-20 This book introduces machine learning in finance and illustrates how we can use computational tools in numerical finance in real-world context. These computational techniques are particularly useful in financial risk management, corporate bankruptcy prediction, stock price prediction, and portfolio management. The book also offers practical and managerial implications of financial and managerial decision support systems and how these systems capture vast amount of financial data. Business risk and uncertainty are two of the toughest challenges in the financial industry. This book will be a useful guide to the use of machine learning in forecasting, modeling, trading, risk management, economics, credit risk, and portfolio management. |
| automation in accounting and finance: Automation and Human Performance Raja Parasuraman, Mustapha Mouloua, 2018-01-29 There is perhaps no facet of modern society where the influence of computer automation has not been felt. Flight management systems for pilots, diagnostic and surgical aids for physicians, navigational displays for drivers, and decision-aiding systems for air-traffic controllers, represent only a few of the numerous domains in which powerful new automation technologies have been introduced. The benefits that have been reaped from this technological revolution have been many. At the same time, automation has not always worked as planned by designers, and many problems have arisen--from minor inefficiencies of operation to large-scale, catastrophic accidents. Understanding how humans interact with automation is vital for the successful design of new automated systems that are both safe and efficient. The influence of automation technology on human performance has often been investigated in a fragmentary, isolated manner, with investigators conducting disconnected studies in different domains. There has been little contact between these endeavors, although principles gleaned from one domain may have implications for another. Also, with a few exceptions, the research has tended to be empirical and only theory-driven. In recent years, however, various groups of investigators have begun to examine human performance in automated systems in general and to develop theories of human interaction with automation technology. This book presents the current theories and assesses the impact of automation on different aspects of human performance. Both basic and applied research is presented to highlight the general principles of human-computer interaction in several domains where automation technologies are widely implemented. The major premise is that a broad-based, theory-driven approach will have significant implications for the effective design of both current and future automation technologies. This volume will be of considerable value to researchers in human |
| automation in accounting and finance: Advancements in Intelligent Process Automation Thangam, Dhanabalan, 2024-10-01 In the current fast-paced business environment, organizations face the challenge of improving operational efficiency and driving innovation while dealing with complex technological landscapes. Many organizations require assistance exploiting intelligent process automation's full potential (IPA). This is often due to a need for more comprehensive understanding or clear implementation strategies. As a result, they need to help their workflows, optimize resources, and adapt effectively to changing market demands. Advancements in Intelligent Process Automation bridges this gap by providing a holistic view of IPA, encompassing RPA, AI, and ML, among other key technologies. Through real-world case studies, strategic guidelines, and interdisciplinary perspectives, the book offers actionable insights that are not just theoretical, but practical and implementable. This ensures that organizations seeking to implement IPA can do so seamlessly, without feeling overwhelmed or unsure. Addressing ethical and regulatory considerations ensures responsible AI practices and compliance, fostering a sustainable approach to automation. |
| automation in accounting and finance: Accounting and Finance Innovations Nizar Alsharari, 2021-12-22 The world is currently experiencing the advent of new information technologies with dynamic changes, which can be considered as one of the greatest business threats today. Accordingly, international business and academia have claimed to be working towards developing innovations in accounting and finance that are useful for all stakeholders. The recent accounting and finance scholarship has moved forward toward new innovations that advance professional practice. This book introduces and discusses new innovations in accounting and finance, including management accounting, blockchain, E-business models, data analytics, artificial intelligence, cryptocurrency, bitcoin, digital assets, and associated risks. It also sheds light on how and why accounting and finance innovations have changed over time. This book will help practitioners and academics develop and introduce new accounting and finance tools and concepts. It is also a useful resource for those working in the accounting and finance fields. |
| automation in accounting and finance: Robotic Process Automation (RPA) in the Financial Sector Mario Smeets, Ralph Erhard, Thomas Kaußler, 2021-07-29 Dieses Buch bringt Ihnen die Robotic Process Automation in der Finanzwirtschaft näher In der Finanzbranche ist das Thema Prozessautomatisierung seit Jahren nicht mehr wegzudenken. Doch wie setzt man solche Veränderungen im Rahmen des Changemanagements erfolgreich und effizient um? Das Buch „Robotic Process Automation in der Finanzwirtschaft“ zeigt es Ihnen. Im Fokus steht der recht junge RPA-Ansatz aus der Intelligent Automation. Dabei imitieren Roboter das menschliche Handeln. Die Eingabe von Befehlen erfolgt direkt über die Oberfläche. So gehören tiefgreifende Softwareveränderungen der Vergangenheit an. Im Zuge dessen klärt dieses Buch u. a. folgende Fragen bezüglich der Robotic Process Automation in der Finanzwirtschaft: • Was ist RPA überhaupt? • Welche Vorteile bringt diese Technologie mit sich? • Welche Erfolgsfaktoren tragen zu einer optimalen RPA-Implementierung bei? • Wie sieht ein mögliches RPA-Kompetenzcenter aus? • Welche Anwendungsbereiche für RPA gibt es? Eine Leseempfehlung für ein breites Zielpublikum Daneben beschäftigen sich die Autoren nicht nur mit dem Ist-Zustand der Robotic Process Automation. Zudem erhalten Sie einen Ausblick auf die zukünftige Entwicklung dieser Software-Lösung. Durch den hohen Praxisbezug ist das Buch speziell für folgende Zielgruppen eine lesenswerte Empfehlung: • Verantwortliche für die Implementierung von Prozessen oder Technologien im IT-Bereich • RPA-Anwender und Personen, die sich dafür interessieren • Erfahrene Experten und Praktiker, die branchenübergreifend mit RPA vertraut sind |
| automation in accounting and finance: Fundamentals of Forensic Accounting Certificate Program AICPA, 2019-04-09 The Fundamentals of Forensic Accounting Certificate Program (21.5 CPE credits) covers those areas representative of the AICPA's Body of Knowledge in the financial forensics area. This certificate program is tailored to provide an introduction to financial forensics and help you become familiar with the forensic accountant's professional responsibility. It provides a foundational knowledge of: The legal system How to plan and prepare a forensic engagement Gathering information Discovery Reporting Providing expert testimony This online CPE self-study certificate program consists of 19 required modules that utilize interactive scenario-based learning, including audio and video animation, to guide you through the concepts, including: AICPA Guidance for the Forensic Engagement Understanding the Forensic Accountant Role Understanding the Basic Structure of the Legal System Managing the Forensic Engagement Identifying and Obtaining Evidence Conducting Effective Interviews Common Investigative Techniques Deposition and Testimony Reporting Requirements & Preparing Sustainable Reports Bankruptcy, Insolvency and Reorganization Leveraging Technology in Forensic Engagements Economic Damages in Business Economic Damages for Individuals: A CPA's Role Economic Damages for Individuals: Case Studies and Analysis Calculating Intellectual Property Infringement Damages Family Law Engagements Fraud Prevention, Detection, and Response Financial Statement Fraud and Asset Misappropriation Valuations in Litigation Matters Key Topics Bankruptcy, Insolvency and Reorganization Computer Forensic Analysis Economic Damages Calculations Family Law Financial Statement Misrepresentation Fraud Prevention, Detection and Response Valuation Learning Objectives Interpret regulatory standards and legal system requirements applicable to forensic accounting engagements Describe the elements essential to accepting forensic accounting engagements such as identifying the engagement terms and client provisions, managing the engagement, and reporting requirements Identify the means of gathering evidence and conducting research critical to forensic engagements through the use of effective interviewing and investigative techniques Describe the role of the expert and non-expert in participating in depositions and providing testimony Credit Info CPE CREDITS: Online: 21.5 (CPE credit info) NASBA FIELD OF STUDY: Accounting LEVEL: Basic PREREQUISITES: None ADVANCE PREPARATION: None DELIVERY METHOD: QAS Self-Study COURSE ACRONYM: FACERTBundle.EL Online Access Instructions A personal pin code is enclosed in the physical packaging that may be activated online upon receipt. Once activated, you will gain immediate online access to the product. System Requirements AICPA’s online CPE courses will operate in a variety of configurations, but only the configuration described below is supported by AICPA technicians. A stable and continuous internet connection is required. In order to record your completion of the online learning courses, please ensure you are connected to the internet at all times while taking the course. It is your responsibility to validate that CPE certificate(s) are available within your account after successfully completing the course and/or exam. Supported Operating Systems: Macintosh OS X 10.10 to present Windows 7 to present Supported Browsers: Apple Safari Google Chrome Microsoft Internet Explorer Mozilla Firefox Required Browser Plug-ins: Adobe Flash Adobe Acrobat Reader Technical Support: Please contact service@aicpa.org. Frequently Asked Questions What is the Fundamentals of Forensic Accounting Certificate Program? Developed by the AICPA, this certificate program is specially designed to help accountants and others 1) build the knowledge needed to gain a basic understanding of the field of forensic accounting, 2) earn CPE credits needed to meet the 75-hour education requirement for the Certified in Financial Forensics (CFF) credential, or 3) earn CPE credits needed to maintain the CFF credential. Why should I participate? Certificate holders will learn or be refreshed on the core material in professional standards that applies to forensic engagements. The program provides participants with a solid understanding of how to work within the court system when engaged as a forensic accountant. With information provided by subject matter experts from each of the specialization areas, participants are provided first-hand knowledge that guides them through solid investigation, documentation, reporting and other required skills. A series of 20 courses takes you through the best practices styles for performing an engagement. These knowledge and skills are necessary for an accountant and others who are considering entering or are already in the field of forensic accounting. Is the certificate program available to both CPAs and other accounting professionals who are not CPAs? Yes. The courses that comprise the Fundamentals of Forensic Accounting Certificate Program curriculum are available for CPAs, CAs and other accounting professionals who do not have one of these credentials or their equivalent. What level of knowledge should I possess prior to starting the certificate program? All individuals pursuing the Forensic Accounting Certificate of Achievement should possess a base knowledge of AICPA Auditing Standards. What course topics are included in the curriculum? The certificate program includes 19 required modules, including: 3 Fundamental modules, 6 Forensic Engagement modules, and 10 Specialized Knowledge modules. In total, the program provides 21.5 CPE hours at a basic level. Visit AICPAStore.com/forensic for a list of modules included in the program. All modules will be approximately 50-minutes long and provide individual CPE credit upon successful completion of the end-of-module exam. Some modules may be longer than 50 minutes, as required by the depth or complexity of the content, with a maximum length of 2 hours. How long will it take me to complete all of courses of the Fundamentals of Forensic Accounting Certificate Program? This varies from individual to individual and is completely dependent upon the time the participant allocates to completing the coursework. There is a commitment of 21.5 required hours to successfully complete the program. What period of time do I have to complete the entire curriculum? Once you enter the program you have twenty-four (24) months from the date of purchase. You are encouraged to complete the program within a twelve (12) month period or less. Once I complete the curriculum and obtain my Forensic Accounting Certificate of Achievement, is there a time period for which it is active? No. The Forensic Accounting Certificate is not a professional credential or license. It is evidence of successful completion of a required course curriculum as of a point in time. As a result, it has no period for which it is deemed active or in-force. Am I required to obtain a certain number of CPE credits annually for the certificate to remain current and active? No. The Forensic Accounting Certificate of Achievement is not a professional credential or license. It is evidence of successful completion of a required course curriculum as of a point in time. As a result, it has no period for which it is deemed active or in-force. If I am a CPA, will I receive CPE credit toward my CPA license if I take this program? Yes, all of the courses in the Fundamentals of Forensic Accounting Certificate Program will qualify for CPE credit. The AICPA is a NASBA-approved provider of CPE. How many credits of CPE will I receive if I earn the certificate? Completing the curriculum will result in earning 21.5 credits. All of these credit hours will qualify for CPE credit and can count toward meeting your state's CPE requirements. Will the CPE credit satisfy my requirements for CMA, CIA or other certifications? The courses in the Fundamentals of Forensic Accounting Certificate Program will be classified as Accounting for purposes of granting CPE credits. As with other AICPA courses that are approved for other certifications, we fully expect the Forensic Accounting Certificate courses will satisfy those requirements. To be certain, please check with the organization that issues your CMA, CIA or other certifications. If I am unable to complete the entire Fundamentals of Forensic Accounting Certificate Program, will I receive CPE credit for the courses I do complete? Yes. The courses are offered individually, so you will earn NASBA QAS CPE credit for each course you take and successfully complete the exam. You are not required to complete the entire program to earn CPE credit. However, you must successfully complete the exam for all required courses in the entire program in order to receive the Forensic Accounting Certificate of Achievement. I have prior experience in working with forensic accounting. Will I be allowed to test out of certain courses while still earning the certificate? Actual completion of the courses is required to earn the Forensic Accounting Certificate. CPE credit will be awarded for the courses, and the CPE standards do not allow for testing out of a course as a way to earn credit. Is the entire program fixed, or are their elective courses I can select from in earning the certificate? The curriculum for the Forensic Accounting Certificate is fixed. It is designed to provide participants with a solid understanding of knowledge required to perform forensic accounting engagements. In order to receive the Forensic Accountant Certificate of Achievement all required modules must be completed. What are the systems requirements for the e-learning portion of the program? Please review the information on the System Requirements tab for this product for complete information on minimum operating system and browser requirements. I am already proficient in forensic accounting but would like to learn more about a few select topics that are specific to my job. Can I purchase individual titles in the Fundamentals of Forensic Accounting Certificate Program separately? Yes. Courses in the Certificate Program may be purchased individually. If you decide that you would like to enroll in the full Certificate Program after purchasing one or more individual courses, credit for those courses may be applied to the purchase amount of the full program as long as they have been purchased within one year of enrolling in the full program. Please call the AICPA service center at 888.777.7077 for more information. Can credits earned in the Fundamentals of Forensic Accounting Certificate Program be applied towards the 75-hour minimum CPE requirement to apply for the Certified in Financial Forensics (CFF) Credential? Yes. Courses in the Certificate Program can be applied toward the requirement to apply for the credential as well as the ongoing education requirement. When will I receive a hard copy of my certificate? You will receive your certificate in the mail 6-8 weeks after completing the program. |
| automation in accounting and finance: Robo-Auditing Patrick J. D. Taylor, 2018-07-10 As CFO of a large company, you might have considered adding an artificial intelligence system into your financial operations to increase efficiency, boost profits, reduce waste, and detect fraud. Only you're afraid it might be too costly and complicated. Robo-Auditing can ease your fears, providing everything you need to know about this thrilling, cutting edge technology. As an engineer with an MBA, Patrick Taylor is uniquely qualified to demystify A.I. and demonstrate its many benefits. In this extraordinary, must-read handbook, he offers essential guidelines and information to help you: - Understand how A.I. works - Incorporate robo-auditors into existing financial networks - Train your team to use the technology effectively - And more Implementing an A.I. system doesn't have to be difficult, intimidating, or prohibitively expensive, and it can make an enormous difference in your day-to-day operations. Robo-Auditing is your passport into the exciting future of corporate finance. |
| automation in accounting and finance: Management of the Navy's Standard Automated Financial System United States. Congress. House. Committee on Government Operations. Legislation and National Security Subcommittee, 1989 |
| automation in accounting and finance: Dominant Algorithms to Evaluate Artificial Intelligence: From the View of Throughput Model Waymond Rodgers, 2022-07-20 This book describes the Throughput Model methodology that can enable individuals and organizations to better identify, understand, and use algorithms to solve daily problems. The Throughput Model is a progressive model intended to advance the artificial intelligence (AI) field since it represents symbol manipulation in six algorithmic pathways that are theorized to mimic the essential pillars of human cognition, namely, perception, information, judgment, and decision choice. The six AI algorithmic pathways are (1) Expedient Algorithmic Pathway, (2) Ruling Algorithmic Guide Pathway, (3) Analytical Algorithmic Pathway, (4) Revisionist Algorithmic Pathway, (5) Value Driven Algorithmic Pathway, and (6) Global Perspective Algorithmic Pathway. As AI is increasingly employed for applications where decisions require explanations, the Throughput Model offers business professionals the means to look under the hood of AI and comprehend how those decisions are attained by organizations. Key Features: - Covers general concepts of Artificial intelligence and machine learning - Explains the importance of dominant AI algorithms for business and AI research - Provides information about 6 unique algorithmic pathways in the Throughput Model - Provides information to create a roadmap towards building architectures that combine the strengths of the symbolic approaches for analyzing big data - Explains how to understand the functions of an AI algorithm to solve problems and make good decisions - informs managers who are interested in employing ethical and trustworthiness features in systems. Dominant Algorithms to Evaluate Artificial Intelligence: From the view of Throughput Model is an informative reference for all professionals and scholars who are working on AI projects to solve a range of business and technical problems. |
| automation in accounting and finance: Principles of Accounting Volume 1 - Financial Accounting Mitchell Franklin, Patty Graybeal, Dixon Cooper, 2019-04-11 The text and images in this book are in grayscale. A hardback color version is available. Search for ISBN 9781680922929. Principles of Accounting is designed to meet the scope and sequence requirements of a two-semester accounting course that covers the fundamentals of financial and managerial accounting. This book is specifically designed to appeal to both accounting and non-accounting majors, exposing students to the core concepts of accounting in familiar ways to build a strong foundation that can be applied across business fields. Each chapter opens with a relatable real-life scenario for today's college student. Thoughtfully designed examples are presented throughout each chapter, allowing students to build on emerging accounting knowledge. Concepts are further reinforced through applicable connections to more detailed business processes. Students are immersed in the why as well as the how aspects of accounting in order to reinforce concepts and promote comprehension over rote memorization. |
The rise in automation and what it means for the future
Apr 7, 2021 · As with SpaceX, automation will be the way telecom providers seek to deliver reliable services and it is the foundation of leading technology companies' lofty ambitions. With …
Recession and Automation Changes Our Future of Work, But …
Oct 20, 2020 · By 2025, automation and a new division of labour between humans and machines will disrupt 85 million jobs globally in medium and large businesses across 15 industries and …
Automation or augmentation? This is how AI will be integrated …
Sep 18, 2023 · Only 16.1% of an HR manager’s job shows potential for automation and 22.2% for augmentation, according to the Jobs of Tomorrow report. The automatable tasks include …
The Future of Jobs Report 2025 | World Economic Forum
Jan 7, 2025 · Advancements in technologies, particularly AI and information processing (86%); robotics and automation (58%); and energy generation, storage and distribution (41%), are …
3 reasons why industrial automation matters - The World …
Jan 17, 2022 · Industrial automation, almost by definition, means companies require fewer employees and different skillsets. Many old-style manual jobs are vanishing, and being …
What impact will automation have on our future society? Here are …
Feb 28, 2018 · Furthermore, automation comes at a cost, which could make it financially unattractive to automate certain jobs, even if it might be imaginable from a scientific point of …
Future of Jobs Report 2025: These are the fastest growing and …
Jan 9, 2025 · Robots and automation, meanwhile, are forecast to displace 5 million more jobs than they create. Businesses expect these trends to cause a sharp fall in roles, including …
How automation gives healthcare workers time for patients
Jan 16, 2025 · Intelligent automation – a combination of AI, digital tools and robotics – is already reducing the administrative burden on healthcare workers and expanding access to more …
A short history of jobs and automation - The World Economic Forum
Sep 3, 2020 · Automation and the future According to many estimates, there will be more jobs created over the next few years than lost by automation . The challenge facing world leaders …
AI is transforming finance, CFOs say. Here's how - The World …
Mar 25, 2025 · “In large-scale organizations, AI and automation are no longer just efficiency tools— they are fundamental to financial resilience, operational agility and customer-centric …
The rise in automation and what it means for the future
Apr 7, 2021 · As with SpaceX, automation will be the way telecom providers seek to deliver reliable services and it is the foundation of leading technology companies' lofty ambitions. With …
Recession and Automation Changes Our Future of Work, But …
Oct 20, 2020 · By 2025, automation and a new division of labour between humans and machines will disrupt 85 million jobs globally in medium and large businesses across 15 industries and …
Automation or augmentation? This is how AI will be integrated …
Sep 18, 2023 · Only 16.1% of an HR manager’s job shows potential for automation and 22.2% for augmentation, according to the Jobs of Tomorrow report. The automatable tasks include …
The Future of Jobs Report 2025 | World Economic Forum
Jan 7, 2025 · Advancements in technologies, particularly AI and information processing (86%); robotics and automation (58%); and energy generation, storage and distribution (41%), are …
3 reasons why industrial automation matters - The World …
Jan 17, 2022 · Industrial automation, almost by definition, means companies require fewer employees and different skillsets. Many old-style manual jobs are vanishing, and being …
What impact will automation have on our future society? Here are …
Feb 28, 2018 · Furthermore, automation comes at a cost, which could make it financially unattractive to automate certain jobs, even if it might be imaginable from a scientific point of …
Future of Jobs Report 2025: These are the fastest growing and …
Jan 9, 2025 · Robots and automation, meanwhile, are forecast to displace 5 million more jobs than they create. Businesses expect these trends to cause a sharp fall in roles, including …
How automation gives healthcare workers time for patients
Jan 16, 2025 · Intelligent automation – a combination of AI, digital tools and robotics – is already reducing the administrative burden on healthcare workers and expanding access to more …
A short history of jobs and automation - The World Economic Forum
Sep 3, 2020 · Automation and the future According to many estimates, there will be more jobs created over the next few years than lost by automation . The challenge facing world leaders …
AI is transforming finance, CFOs say. Here's how - The World …
Mar 25, 2025 · “In large-scale organizations, AI and automation are no longer just efficiency tools— they are fundamental to financial resilience, operational agility and customer-centric …
