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You're reading from  Microsoft Dynamics 365 AI for Business Insights

Product typeBook
Published inMar 2024
PublisherPackt
ISBN-139781801810944
Edition1st Edition
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Author (1)
Dmitry Shargorodsky
Dmitry Shargorodsky
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Dmitry Shargorodsky

Dmitry Shargorodsky is a seasoned expert with extensive experience working with Microsoft's Dynamics 365 products since 2004. He has two decades of experience with customer relationship management software, data integration, business intelligence, and now the rapidly developing field of artificial intelligence. Dmitry has honed his skills through hundreds of projects in consulting roles in the areas of education, insurance, investment funds, real estate, legal, manufacturing, wholesale, medical devices, health care, non-profits, software, retail, telecommunications, and others. Leveraging these years of work across many industries, Dmitry incorporates cutting-edge technologies, particularly artificial intelligence tools, to drive innovation and efficiency.
Read more about Dmitry Shargorodsky

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Preface

Within the dynamic realm of business technology, artificial intelligence (AI) stands as a pivotal force, revolutionizing company operations, decision-making processes, and customer interactions. Central to this transformative wave is Microsoft Dynamics 365 AI, which presents a comprehensive array of tools that seamlessly incorporate the extensive potential of AI into routine business activities. This suite enables businesses, regardless of their size, to harness the power of advanced analytics, predictive insights, and intelligent automation, bringing sophistication and efficiency to their operations.

The book will provide a comprehensive exploration of Dynamics 365 AI, from foundational concepts and architecture to specific applications across sales, customer service, marketing, and finance. It delves into implementing generative AI, optimizing operations with Microsoft 365 Copilot, and employing AI-driven strategies for fraud protection. The book concludes with a forward-looking perspective on emerging trends and future developments in business AI solutions.

Who this book is for

This book is crafted for a broad audience, ranging from IT professionals and data scientists to business analysts and decision-makers interested in harnessing the power of AI within their operations. Whether you are a Dynamics 365 developer looking to deepen your understanding of its AI capabilities, a business executive aiming to leverage AI for competitive advantage, or an IT student eager to explore the practical applications of AI in the business world, this book offers valuable insights and guidance.

What this book covers

Chapter 1, Introduction and Architectural Overview of Dynamics 365 AI, provides an overview of Dynamics 365 AI, discussing its significance in the modern business landscape and how it integrates artificial intelligence to transform various business functions.

Chapter 2, Microsoft Dynamics 365 AI Architecture and Foundations, is an exploration of the underlying architecture of Dynamics 365 AI, detailing the key components, their interactions, and the foundational technology that powers the AI capabilities within Dynamics 365.

Chapter 3, Implementing Dynamics 365 AI for Sales Insights, focuses on leveraging Dynamics 365 AI for enhancing sales processes, including customer segmentation, lead scoring, and personalized sales strategies, to drive revenue and improve sales efficiency.

Chapter 4, Driving Customer Service Excellence with Dynamics 365 AI, examines how Dynamics 365 AI can transform customer service, utilizing virtual agents, sentiment analysis, and intelligent case routing to enhance customer interactions and satisfaction.

Chapter 5, Marketing Optimization with Dynamics 365 AI, discusses the application of Dynamics 365 AI in marketing, highlighting how AI-driven customer insights, content personalization, and campaign optimization can elevate marketing strategies.

Chapter 6, Financial Analytics with Dynamics 365 AI, explores the use of Dynamics 365 AI in financial analytics, covering AI-powered forecasting, budgeting, fraud detection, and risk management to bolster financial decision-making and security.

Chapter 7, Leveraging Generative AI in Dynamics 365, delves into the integration and applications of generative AI within Dynamics 365, showcasing how businesses can use generative models for content creation, code generation, and more innovative solutions.

Chapter 8, Harnessing MS Copilot for Enhanced Business Insights , takes an in-depth look at MS Copilot and its features, emphasizing how its integration enhances business intelligence, data analysis, and operational efficiency across Dynamics 365 applications.

Chapter 9, “Virtual Agent for Customer Service” in the Context of MS Copilot and Microsoft Dynamics, explores the deployment of AI-driven virtual agents within Dynamics 365 for automated customer support, focusing on implementation strategies, customization, and real-world success stories.

Chapter 10, Fraud Protection with Dynamics 365 AI, addresses how Dynamics 365 AI can be utilized for advanced fraud detection and prevention, outlining strategic approaches, technologies, and case studies in mitigating fraud-related risks.

Chapter 11, Future Trends and Developments in Dynamics 365 AI, foretells the emerging trends and future developments in Dynamics 365 AI, contemplating the evolution of AI technologies and their implications for businesses leveraging Dynamics 365.

Note

This book has been created by authors, technical experts, and a professional publishing team. We use many tools, including cutting-edge AI such as ChatGPT, to create the best possible material for our readers to help them on their IT journey.

To get the most out of this book

Readers looking to fully benefit from this guide should have a basic acquaintance with Microsoft Dynamics 365 and its application in business operations. While specific technical expertise in AI programming or data science is not necessary, a curiosity about artificial intelligence and its potential to solve complex business issues will serve to enhance the reader’s engagement with the material. An openness to absorbing technical content is encouraged, as it will aid in fully understanding the implementation strategies discussed.

By focusing on actionable insights and offering clear guidance, this book aims to enable readers to effectively employ Dynamics 365 AI within their organizations. The ultimate objective is to foster operational efficiency, drive innovation, and secure a strategic advantage by leveraging the power of AI.

Conventions used

There are a number of text conventions used throughout this book.

Bold: Indicates a new term, an important word, or words that you see onscreen. For instance, words in menus or dialog boxes appear in bold. Here is an example: “Select System info from the Administration panel.”

Tips or important notes

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Author (1)

author image
Dmitry Shargorodsky

Dmitry Shargorodsky is a seasoned expert with extensive experience working with Microsoft's Dynamics 365 products since 2004. He has two decades of experience with customer relationship management software, data integration, business intelligence, and now the rapidly developing field of artificial intelligence. Dmitry has honed his skills through hundreds of projects in consulting roles in the areas of education, insurance, investment funds, real estate, legal, manufacturing, wholesale, medical devices, health care, non-profits, software, retail, telecommunications, and others. Leveraging these years of work across many industries, Dmitry incorporates cutting-edge technologies, particularly artificial intelligence tools, to drive innovation and efficiency.
Read more about Dmitry Shargorodsky