MASTER FINANCE MASTER´S FINAL WORK INTERNSHIP REPORT DIGITAL TRANSFORMATION OF FINANCIAL ANALYSIS: THE CASE OF ADIDAS ITALY ALESSANDRO MALATESTA OCTOBER 2023 MASTER FINANCE MASTER´S FINAL WORK INTERNSHIP REPORT DIGITAL TRANSFORMATION OF FINANCIAL ANALYSIS: THE CASE OF ADIDAS ITALY ALESSANDRO MALATESTA SUPERVISION: Mariya Gubareva Claudia Capodieci OCTOBER 2023 ii iii ABSTRACT This thesis delves into my internship experience as an FP&A (Financial Planning and Analysis) intern at the Italian subsidiary of Adidas Spa, a prominent player in the footwear, apparel, and sporting goods industry. I chose Adidas to gain insights into the economic dynamics of a global company. My focus is on understanding how the company coordinates its structure and manages its worldwide production network. Key responsibilities include cost control, contributing to month-end processes, and involvement in forecast activities. Additionally, I am engaged in implementing a new Power BI reporting system, aligning with corporate digitization and Industry 4.0 initiatives. This internship allows me to bridge theoretical knowledge in corporate finance and global business with hands-on experience in a market leader. It also provides an opportunity to explore the transformative aspects of digitalization within the corporate landscape. Keywords: Digital transformation, Automation, Power BI, Financing Control, International Finance Forecasting, Data analysis JEL Classification: G32, F37, C81, O16 iii Resumo Esta tese aborda a minha experiência de estágio como estagiário de FP&A (Planeamento e Análise Financeira) na filial italiana da Adidas Spa, uma empresa proeminente na indústria do calçado, vestuário e artigos desportivos. Escolhi a Adidas para obter informações sobre a dinâmica económica de uma empresa global. O meu objetivo é compreender como a empresa coordena a sua estrutura e gere a sua rede de produção mundial. As principais responsabilidades incluem o controlo de custos, a contribuição para os processos de fim de mês e o envolvimento em actividades de previsão. Além disso, estou a trabalhar na implementação de um novo sistema de relatórios Power BI, alinhado com a digitalização da empresa e com as iniciativas da Indústria 4.0. Este estágio permite-me fazer a ponte entre os conhecimentos teóricos em finanças empresariais e negócios globais e a experiência prática num líder de mercado. Também proporciona uma oportunidade para explorar os aspectos transformadores da digitalização no panorama empresarial. Palavras-chave: Transformação digital, Automatização, Power BI, Controlo financeiro, Previsão financeira internacional, Análise de dados Classificação JEL: G32, F37, C81, O16 iv Table of Contents Abstract ..................................................................................................................................... iii List of Figures ........................................................................................................................... vi List of Tables ............................................................................................................................ vii List of bbreviations ................................................................................................................. viii Acknowledgments ....................................................................................................................... 1 1. Introduction............................................................................................................................ 2 2. Literature review .................................................................................................................... 4 2.1 Defining Digital Transformation ...................................................................................................5 2.2 SAP S/4HANA suite and the CFIN ..............................................................................................8 2.2.1 ERP systems ......................................................................................................................8 2.2.2 SAP S/4HANA ..................................................................................................................9 2.3 Power BI ......................................................................................................................................12 3. Company Background .......................................................................................................... 15 3.1 The Group....................................................................................................................................15 3.2 The Italian branch........................................................................................................................18 3.3 The FP&A team...........................................................................................................................19 4. Scope of my Work within Adidas Italy ................................................................................. 21 4.1 The monthly closing ....................................................................................................................21 4.1.1 Marketing Expenses.........................................................................................................23 4.1.2 OOH costs........................................................................................................................24 4.2 The Forecast ................................................................................................................................25 4.3 The Sell-in Dashboard .................................................................................................................27 5.Discussion of the internship relevance for the master’s in finance ...................................... 31 5.1 Academic Relevance ...................................................................................................................31 5.1.1 Financial Analysis and Reporting....................................................................................31 5.1.2 Corporate Financing and Planning ..................................................................................32 5.1.3 Corporate Investment Appraisal ......................................................................................33 5.1.4 Financial Modelling in Excel...........................................................................................33 5.1.5 Fundamentals of Financial Economics ............................................................................34 5.2 Personal development and skills .................................................................................................35 6.CONCLUSION...................................................................................................................... 36 Bibliography ............................................................................................................................ 38 v LIST OF FIGURES FIGURE 1- NUMBER OF PUBLICATIONS RELATED TO DIGITAL TRANSFORMATION IN BUSINESS. ... 6 FIGURE 2 - THE INTERNET OF EVERYTHING ................................................................................ 7 FIGURE 3 – ADIDAS’ DATA FOUNDATION REMODELLING........................................................... 11 FIGURE 4 – WORKLOAD SHIFT WITH AUTOMATION AND BI....................................................... 13 FIGURE 5 – THE BUSINESS INTELLIGENCE PROCESS.................................................................. 14 FIGURE 6 – ADIDAS’ SHARE PRICE EVOLUTION ......................................................................... 16 FIGURE 7 – ADIDAS’ GLOBAL SALES YOY (ADIDAS GROUP REPORT, 2022) ............................ 18 FIGURE 8 - ADIDAS ITALY BRANCH STRUCTURE........................................................................ 19 FIGURE 9 - MONTH-END PROCESS OVERVIEW .......................................................................... 22 FIGURE 10 - FORECAST PROCESS OVERVIEW ............................................................................ 27 FIGURE 11 – SELL-IN DASHBOARD TOTAL OVERVIEW. ........................................................... 30 FIGURE 12 – SS DASHBOARD FOR SPECIFIC CHANNEL: BLUE .................................................. 30 vi LIST OF TABLES TABLE 1 – ERP SYSTEMS EVOLUTION THORUGH THE DECADES .................................................. 9 TABLE 2 - INTERNSHIP RESPONSIBILITIES OVERVIEW ............................................................... 21 vii LIST OF ABBREVIATIONS AI – Artificial Intelligence BDA – Big Data Analytics BI – Business Intelligence CEO – Chief Executive Officer CFIN – Central Finance CFP – Corporate Financing and Planning CIA – Corporate Investment Appraisal DAX - Data Analysis Expressions EMEA – Europe and Middle East Asia ERP - Enterprise resource planning FAR – Financial Analysis and Reporting FFE – Fundamentals of Financial Economics FME - Financial Modeling in Excel FIGC – Federazione Italiana Giuoco Calcio (Italian Football Federation) FP&A - Financial planning and analysis IFRS - International Financial Reporting Standards IoE – Internet of Everything KPI – Key Performance Indicator LE – Latest Estimation MRP - Material Requirements Planning MWB – Marketing Working Budget NPV – Net Present Value OOH - Overhead costs RFC – Rolling Forecast RFCL – Rolling Forecast Light SAP - Systems Applications and Products in Data Processing SAP S/4HANA - SAP 4th generation Business Suite SS – Spring Summer season US GAAP - Generally Accepted Accounting Principles YTD – Year to Date viii ACKNOWLEDGMENTS Firstly, I would like to express my heartfelt gratitude to my university professors for providing me with the invaluable opportunity to undertake this master's final work, which allowed me to reflect on and apply the knowledge and skills acquired during my academic journey. Your guidance, mentorship, and unwavering support have been instrumental in shaping the success of this endeavor. I extend my sincere appreciation to all the individuals I had the privilege of meeting and learning from during my two-year academic journey which crossed many countries and cultures. Your diverse perspectives, insights, and collaborative spirit have enriched my educational experience in profound ways. To my dear friends, your unwavering support, encouragement, and occasional study breaks were crucial in maintaining my motivation throughout this journey. Your friendship has been a source of strength. I am deeply thankful to Adidas, particularly the Italian branch, for hosting me during my internship. The exposure to a dynamic corporate environment and the hands-on experience I gained have been instrumental in my professional growth. I would like to acknowledge and express my gratitude to the incredible team members at Adidas who welcomed me and generously shared their knowledge and expertise. Your leadership and encouragement were crucial in making my internship a truly enriching experience. Lastly, but certainly not least, my heartfelt thanks go to my family. Your unwavering belief in my abilities and your endless support have been my foundation. Your sacrifices and encouragement have been the driving force behind my pursuit of higher education and personal growth. Thank you all for being an integral part of this transformative journey. Your contributions and support have been pivotal in shaping my academic and professional aspirations, and I am profoundly grateful for each one of you. 1 1. INTRODUCTION This report provides a detailed description and critical analysis of my six-month internship as an FP&A analyst at the Italian branch of Adidas Spa in 2023. During the internship period, I had the opportunity to be surrounded by an expert team that allowed me to look closely at the entire process of financial planning and analysis. I chose the Adidas corporate setting because I wanted to understand the dynamic and the mentality of a top-class company, and the way they are approaching the new global challenges. Here I can integrate what I learned about corporate finance with my passion and knowledge about sports. Also, the idea of working for a global company intrigued me, allowing me to dive into the model of a business that knows no horizons. In the current post-Covid-19 landscape, Adidas is navigating a crisis and actively seeking recovery through innovative ideas and technologies. To this end, the company has initiated a strategic program named CFIN (Central Finance), utilizing the latest SAP version, SAP S/4HANA (4th generation of SAP Business Suite). SAP, which stands for System Application Products, is a software application designed to enhance organizational resource planning, management control, and operational efficiency. By seamlessly integrating SAP with powerful data management software like Power BI, Adidas is positioning itself at the forefront of the Digital Transformation race. This initiative signifies a pioneering step towards the future that all companies must embrace to stay competitive and thrive in the evolving business landscape. In the contemporary business landscape, effective data analysis is a crucial undertaking for comprehending market dynamics, planning future strategies, and promptly addressing challenges. Companies of the future encompass all the perspectives where slow data analysis processes are replaced by faster and more dynamic methods, helped by Business Intelligence (BI) systems and incredibly better software (Ragazou, 2023). While Excel has traditionally served as a linchpin for global business, its limitations become evident in the absence of automatic generation of dynamic dashboards and reports. In stark contrast, the integration of the new SAP with Power BI heralds the establishment of a fully digital business environment. This integration eliminates time-consuming processes such as manual report downloads and data input, automating data loading for streamlined analysis for trend identification. This transformative system marks a decisive shift towards a more efficient and responsive era in business analytics. 2 My objective encompasses a dual focus. Firstly, I aim to assist the Adidas Spa team in executing critical rolling activities, including month-end control, and forecasting processes. Secondly, I aim to delve into the technological transformations underway at Adidas Spa and identify practical applications for Power BI. In the course of my responsibilities, I am in charge of enhancing Excel files, optimizing data flow systems, and leveraging Power BI for reporting systems. This active involvement allows me to make substantive contributions to the team by creating innovative reports and providing support for monthly activities. Thanks to the master’s program, the corporate finance analysis and financial analysis classes gave me a good base on where to start. The knowledge of accountability and reporting, as well as a good understanding of all the areas of the Financial Statement, was fundamental. The rest of the report is structured as follows. The literature review is presented in Chapter 2. The Adidas company’s overview is provided in Chapter 3 where I also break down the FP&A team and its structure. In Chapter 4 I explain the scope of my work at Adidas and the activities I have devolved most of my time. Chapter 5 discusses the Internship relevance for the master’s degree in finance. Chapter 6 concludes the internship report. 3 2. LITERATURE REVIEW Digital transformation is a major challenge faced by companies worldwide. Adopting new digitally changed business models is no longer an option; it has become a necessity (Cristina Bota-Avram, 2023). In an era of rapid technological advancement, digital transformation has become imperative for organizations seeking to thrive in a digitally driven world. As businesses embrace new technologies to enhance efficiency, innovation, and customer experience, the role of leadership has undergone a profound evolution (Rushikesh, 2023). In Chapter 2, I present a critical analysis of the existing literature related to the topic of digital transformation and its involvement in private industry. The literature review underscores the imperative for the proposed change, elucidating both the challenges and merits it entails. Delving into the advantages and hurdles lays the groundwork for a comprehensive discussion of my contributions within the organizational context. Moreover, the conduct of a literature review is one of my responsibilities during the internship at Adidas. I have presented the current state of research in the business transformation to the Adidas steering committee to inform its members about the relevant factors affecting the finance department, in particular, and the entire corporate value chain, in general. Chapter 2 provides an overview of the company's digital transformation process. This Chapter is organized into three main sections to facilitate a coherent exploration of key aspects. The first section is dedicated to defining digital transformation, providing a foundational understanding of its significance within the organizational context. The second section delves into the specifics of the technological infrastructure, with a focus on the SAP S/4HANA suite and its integration with the Central Finance (CFIN) module. This exploration aims to elucidate the technological backbone supporting digital transformation initiatives. The third section is devoted to Power BI and its role in the digital transformation journey. It includes an examination of how Power BI contributes to data visualization, analytics, and decision-making within the evolving digital landscape. 4 2.1 Defining Digital Transformation Within this section, I articulate the essence of digital transformation, examining the significant changes it is ushering in for organizations. There are three stages of digital transformation: digitization, digitalization, and digital transformation (Verhoef et al, 2021). The term "digitization" encompasses diverse phenomena, spanning from crafting digital products to integrating digital technology into the new product development process. Conversely, "digitalization" denotes processes involving data collection, generation, and analysis, aiming to create value and drive innovation through the creation of novel digital products and the integration of digital technology in the innovation process (Gradillas, 2023). Finally, while more precise definitions are yet to encompass all facets, Ivančić (2019) referred to digital transformation as an ongoing process of advancing digital maturity. This advancement involves the strategic utilization of digital technologies and organizational practices to cultivate a digital culture. It involves a new approach to production based on the introduction of information technology in the industry, the spread of Artificial Intelligence (AI), and large-scale automation of business processes (Javaid, 2022). The intriguing aspect of this progress lies in its tradeoff. Technology can swiftly elevate a startup from modest garage origins to Fortune 100 stature in a timeframe shorter than that of a typical IT upgrade project. It can also lead to a reduction in costs (45 percent less), as noted by Bloch (2012). Lately, a increasing attention paid by researchers, with an exponential increase in the years during and post-Covid (2020–2021) has also been noted by Cristina Bota-Avram 2023 (Fig. 1). Figure 1 underscores the volume of academic publications on digital transformation over the past two decades, with a discernible upswing in the last three years. This trend suggests that the current juncture is opportune for the implementation of development methodologies involving Artificial Intelligence and Business Intelligence. 5 Figure 1- Number of publications related to digital transformation in business (Source: Christina Bota-Avram, 2023). Amankwah-Amoah (2021) argues that COVID-19 has acted as a great accelerator in fasttracking the existing global trend towards embracing modern emerging technologies ushering in transformations in lifestyle, work patterns, and business strategies. Anyway, the path that brings the companies to the next level of automation driven by Artificial Intelligence and data clouds is not free of hurdles. According to Herbert (2017) the average organization is stuck in its ways, isolated, slow to react, and bogged down by old processes. It is locked in a state of slow decision-making, due to hierarchies that have enlarged over time, creating internal silos of people and processes, with complex approval processes that make it difficult to reach consensus, let alone pursue a collective goal. Real digital transformation is about breaking down these barriers, leveraging technology to create new revenue streams, drive down costs, and enhance the user experience. The digital transformation program is going to have to tackle three critical areas of the organization: (i) the business model, (ii) the customer experience, and (iii) the internal processes (Herbert, 2017). In fact, digital transformation’s goal is the creation of a new environment where the intelligent connection of people, processes, data, and things allows the delivery of the right information to the right person (or machine) enabling intelligent decision-making. It is also called the Internet of Everything (IoE) (Fig. 2) (Nagy - Stukovszky, 2023). 6 Figure 2 - The Internet of Everything (Source: Nagy, & Stukovsky, 2023). To create the IoE, Big Data Analytics (BDA) and Business Intelligence play a fundamental role. BDA and BI within the context of smart manufacturing have garnered growing interest due to their adaptability and significant impact on enhancing overall business performance, as emphasized by Chen and Zhang (2014). These technologies encompass extensive, rapidly generated, and diverse datasets, commonly known as big data, which surpass the capabilities of traditional data management methods. To conduct big data analysis through automation, companies require software and systems that enable them to do so. The next section therefore explains one way it is possible to create such an environment using SAP S/4HANA, the system chosen by Adidas. 7 2.2 SAP S/4HANA suite and the CFIN In this section I define ERP systems, focusing on the one used by the Adidas company, SAP S/4HANA, and how it is expected to change the conception of Corporate Finance through the CFIN project. 2.2.1 ERP systems As specified in the previous section, the transaction to the new industrial frontier should be done through software and programs that help in business management. It involves the establishment of a unified cloud infrastructure dedicated to the analysis and supervision of data and trends. The software capable of doing so is called an ERP system, which stands for Enterprise Resource Planning. ERP denotes a comprehensive software solution designed for the efficient management and control of diverse activities within manufacturing or other business sectors. Its functionalities encompass data capture, storage, product planning, parts procurement, inventory control, purchasing, customer service, and order tracking. Moreover, ERP integrates application modules dedicated to finance and human resources management. (Swamidass, 2001). ERP is not a new invention, but its potential changes with time and necessity. ERP systems have evolved significantly since the 1960s, when computers were introduced (Jacobs & Weston, 2007). Initially focused on inventory control, the 1970s saw the rise of material requirements planning (MRP) to enable organizations to purchase, forecast, and schedule production (Egdair, Rajemi, & Nadarajan, 2015). The late 1980s marked the emergence of the primary ERP vendors, including SAP, IBM, and Oracle (Razzhivina, Yakimovich, & Korshunov, 2015). In the 1990s, the term "ERP" was coined by the Gartner Group, encouraging integration between operational and accounting areas (Bhuiyan, Chowdhury, & Ferdous, 2014). The 2010s introduced cloud computing, reducing IT overhead for firms. A 2016 ERP Report indicated a 40% increase in cloud implementations compared to 2015 (Solutions, 2016) (Tab. 1). In the current landscape, ERP systems continue to play a central role in enabling interconnected data exchange within Industry 4.0-oriented companies. By harnessing Internet-of-Everything (IoE) platforms and advanced technologies to establish seamless connectivity over the Internet, ERP systems enhance automation and communication within businesses. This capability provides a real-time and comprehensive perspective on their processes (Tongsukai, & Mathrani, 2020). Table 1 simplifies the ERP evolution through the decades. 8 Table 1 – ERP systems evolution through the decades (Source: Goldston, J., 2020) Adidas is actively seeking to align itself with the cohort of enterprises successfully navigating the complexities of this digital transformation era, exemplified by its commitment to upgrade its ERP system. In a gesture of historical continuity, Adidas chose to continue its longstanding partnership with SAP, the company whose software has been a consistent presence over the past decades. SAP introduced the next-generation ERP suite, SAP S/4HANA, in 2015. 2.2.2 SAP S/4HANA SAP S/4HANA represents the next generation and latest advance of SAP's leading application platforms. The software brings innovations that are unquestionably great steps forward in the process of automating and integrating AI into the enterprise (Denecken, 2015). The key features and benefits of SAP S/4HANA include (Malakar, 2022): - Providing real-time reporting and a single source of truth: This is a fundamental aspect since it leads to faster decision-making, increases accuracy, enhances responsiveness, consequently, improves customer experience, and brings better operational efficiency and competitive advantage. - Simplified data model: the data structure is more simplified and reduces the complexity of managing and maintaining it. 9 - Improved user experience: this may seem trivial, but in fact, thanks to the new SAP FIORI platform, it will also be easier to monitor the level of KPIs (Key Performance Indicators) more quickly and intuitively. To date, on the other hand, the system is much more cumbersome and time-consuming. These benefits concern the whole business, but there are others that are more specific for finance reporting and analysis. On the specific, SAP developed within SAP S/4HANA a subset specifically dedicated to finance. SAP S/4HANA Central Finance (CFIN) has a focus on financial and accounting solutions, including financial planning, accounting, financial close, treasury, and finance operations. On the technical side, the major functional changes of CFIN are (Maheshwari, 2018): - Universal Journal: It is the ultimate financial data hub. It uses a new data model to blend various financial sources like Controlling, SAP ERP Financials, Asset Accounting, SAP Material Ledger, Profitability Analysis, and more into a single Universal Journal entry. It simplifies period-end reconciliations and financial reporting because it provides real-time data from one place, saving a lot of time and effort. - Accelerated month-end and year-end close: Switching from batch to event-based processing means you can do period-end tasks every day or week. This gives you a real-time look at your profit and loss, so you can spot trends early. It also lets you act sooner when needed, instead of waiting for the end of the month. This speeds up month-end tasks by reducing reliance on scheduled batch jobs and reconciliation work. - SAP Cash Management: This is an alternative to SAP Cash and Liquidity Management. It includes features like bank account management, short-term cash reports, and real-time liquidity planning, all helping manage working capital better. SAP Cash Management offers quick reporting for cash status and liquidity forecasts. - SAP Smart Business KPI reporting with SAP Fiori: These are alternative options for SAP's older drill down reports that can't be made much faster with SAP HANA to provide real-time KPIs and important financial data. 10 SAP S/4HANA gives a new data foundation to the enterprise by facilitating many processes and expanding the possibilities for analysis with fewer intermediate steps and more transparency of the data by simplifying the cloud where it is held (SAP Public Document, 2022). In Figure 3 this simplification can be seen. On the left, there is the structure of the old data set. A sum of different sources being both part of the SAP universe and not were used to create reports and check the company’s data. Now, thanks to the new environment created through SAP S/4HANA, it is possible to track financial transactions thanks to an integration of financial and non-financial data within the same landscape. This makes easier Operational and Management Reporting as well as Financial Planning and Consolidation processes (Fig.3). Figure 3 – Adidas’ data foundation remodelling (Source: Adidas internal report) However, the process is not short and easy. On the contrary, a rigid process must be followed to deploy CFIN in SAP S/4HANA and involve various data-related processes (Figueiredo, 2022): - Initial Data Load: This is the process of loading initial data into the Central Finance system from source systems to establish a foundation for financial reporting and operations. - Data Logging: Tracking and recording data changes and activities, ensuring a comprehensive audit trail for financial transactions. - Real-Time Replication: Continuously replicating data in real-time from source systems to the Central Finance system to keep financial information up to date. 11 - Business Mapping: Mapping and aligning data from different source systems to ensure consistency and accuracy when presented in the Central Finance system. - Data Digitization: Converting analog or paper-based data into digital formats suitable for processing and analysis within the Central Finance system. - Inbound Posting: Posting financial transactions and data received from source systems into the Central Finance system for consolidation and reporting. - Error Correction: Identifying and rectifying errors or discrepancies in the financial data during the replication and posting processes. - Data Reconciliation: The process of comparing and verifying data in the Central Finance system with data in source systems to ensure accuracy and consistency in financial reporting. Due to the numerous steps needed, it takes a long time for SAP S/4HANA to come into operation and replace the present process. At the time of writing, the company is still engaged in the error correction phase, the last major step to be overcome for CFIN to go into operation, expected by the end of the first half of 2024. Digital transformation also includes the use of alternative platforms that enable a more granular level of analysis, integrating artificial intelligence and business intelligence capabilities beyond the scope of SAP. A prime example is Power BI, a Microsoft software introduced in 2015 that is revolutionizing the creation and consumption of reports. 2.3 Power BI Within the context of a digital transformation that hugs new tools, Power BI is another important instrument that allows the company to create new and better reports. Power BI is an interactive data visualization software product developed by Microsoft with a primary focus on business intelligence. It replaces old programs that are no longer able to meet the needs for dynamism and flexibility required by the digital enterprise. The Business Intelligence process helps the user to create dashboards and easily share them with stakeholders, allowing data to flow automatically and update without any human job. This tool allows interested people to focus directly on the results and insights of the analysis, driving also into the decision-making process (Bakhshi, 2023). 12 Figure 4 shows how Power BI is changing the way to elaborate data. Passing from a situation where most of the job is done manually to one completely automized in the process of data modeling. In this way, the workload shifts, and more time can be spent on the understating of the results instead of the creation of the reports itself. (Fig. 4) Figure 4 – Workload shift with automation and BI (Source: Adidas internal report) The BI process passes through 5 key steps that are the following (Larson, 2020) (Fig 5): 1. Data Collection and Cleaning: Gather data from various sources, clean it to remove errors and inconsistencies, and align it with the rest of the dataset for a unified view. 2. Data Storage and Optimization: Store the cleaned data in a specialized data warehouse or data mart designed for quick retrieval and efficient aggregation. 3. Data Modeling: Create a user-friendly data model that simplifies data presentation for business users and serves as a central repository for complex calculations, making reporting and analysis more efficient. 4. Data Visualization: Utilize the data model to generate charts, tables, and dashboards, enabling data analysis and discovery for specific questions or broader insights. 5. Data Sharing and Security: Establish a secure platform for sharing visualized reports and insights, ensuring that users can access only authorized data, and fostering efficient data dissemination within the organization. 13 Figure 5 – The Business Intelligence Process (Source: Larson, B. 2020). Also, the automatic update is possible since Power BI has its own database to store all the information. In this mode, all business logic resides in the semantic model and is accessible to all reporting tools integrated with the connected Power BI dataset. Importantly, data and the data model remain in their source, eliminating the need to import data into Power BI (Majidimehr, 2023). Using and testing this new reporting method within Adidas is one of the most important pieces of work I am pursuing during my time as an intern, which I will present in more detail in Chapter 4. . 14 3. COMPANY BACKGROUND Chapter 3 provides a comprehensive overview of Adidas's business operations, delineating the organizational structure from a global perspective and subsequently homing in on the intricacies of the local Italian context. Following a concise retrospective analysis of its global structure, emphasis is shifted towards the present, providing deeper insights into the factors that render the digital transformation initiative a pivotal milestone for the company. 3.1 The Group Since its inception in 1949, Adidas has emerged as one of the world's leading sportswear and athletic footwear companies. Born out of the vision of its founder, Adolf Dassler, the company has traversed decades, experiencing remarkable growth and success. It was founded in Herzogenaurach (Germany), the current headquarters location, by Adi Dassler. With a deep passion for sports and a dedication to creating innovative athletic footwear, Dassler laid the foundation for a company that would leave an indelible mark on the sporting world. In its early years, Adidas focused on manufacturing high-quality sports shoes tailored to the specific needs of athletes, gaining a reputation for excellence and performance. Adidas swiftly ascended to prominence in the athletic footwear market, prompting strategic decisions in the 1950s to expand its product portfolio into diverse sports categories such as basketball, tennis, running, and soccer. The partnership with the German football association played a pivotal role, garnering global recognition after their victory in the World Cup. This deliberate diversification not only broadened Adidas's customer appeal but also established it as a comprehensive sportswear brand. Consequently, within half a century and as the new millennium dawned, Adidas found itself propelled into the currents of globalization (Adidas Group History, n.d.). Adidas went public in 1995, and after only three years it already became among the most valuable companies in Germany, earning de facto annexation to the DAX30, the most important index listed in Frankfurt. Ever since the notorious brand has never ceased to be a member of it. Adidas´s share price and Adidas reputation always seemed enough healthy to attract investors, until the Covid-19 pandemic and other geopolitical tensions pointed out some problems in its supply chain structure that could cost up to €500m in sales (Storbeck, 2021). 15 Indeed, one of the company's most complicated missions is to meet all the demand for the product that comes from each country, with few exceptions. Adidas is present on every continent, and in each of them, it is at least the second most important player, after the eternal American rival, Nike. The complicated flow that allowed warehouses around the world to receive goods produced primarily in Asia inevitably began to show signs of weakness with the complicit world geopolitical balances. Chinese’s tariff war, the Ukrainian-Russian military conflict, Covid-19 brought to light mostly strategic and planning problems. During the past decade, the company had invested everything in the Chinese market, a risky move that still marks the balance sheet in red (Van Wyk, 2022). The value of Adidas has not rebounded since the 2020-21 biennium. By the end of 2022, the Board made it known that an operating loss is expected, marking the first occurrence of such an outcome in three decades. The response from shareholders was immediate. Namely, they demanded a new strategy and a new Chief Executive Officer (CEO) that could turn around the fortunes of the historic company. They were satisfied shortly afterward. Figure 6 below demonstrates the evolution of Adidas price per share. Constantly growing for the last 15 years, COVID-19 really brought fear to investors, which have seen the value of their shares nearly halved. Figure 6 – Adidas’ Share price evolution (Source: Yahoo Finance) Bjorn Gulden, formerly at the helm of Puma, assumed the position of CEO on January 1, 2023. With a wealth of industry expertise gained from leading Adidas's key competitor, Puma, his 16 mandate is to restore Adidas to its former glory by reclaiming market share and revitalizing the share price impacted by pandemic challenges. These challenges are mostly concerned with the innovation of the business and the reorganization of the workforce to meet the new structure, more technological and automatized. To face innovation. Inheritances from the prior administration encompass key initiatives such as the CFIN project and the adoption of SAP S/4HANA, as detailed in the literature review. Ensuring seamless continuity for these projects, the Chief Financial Officer (CFO) persevered as one of the few constant figures on the committee, even amid recent challenges. The adoption of the new SAP platform emerges as an essential stride to address workload and speed issues that previously led to client losses and financial setbacks. This transition equips the company with novel tools, facilitates exploration of uncharted horizons, and enhances overall flexibility. The other significant challenge lies in optimizing workforce organization for maximum effectiveness. The impact of Covid-19 prompted companies to recognize the efficiency of remote work, advocating for outsourcing tasks where feasible while maintaining direct oversight of critical areas. While computers have facilitated swift information exchange and nearly instantaneous communication, the flip side reveals the company's realization of the potential for job cuts, relocating positions to regions with lower labor costs. Making the strategic shift correctly underscores a strong necessity for coordination among diverse branches, especially considering the complexities associated with transferring knowledge to different locations. Maintaining proximity between branches and headquarters around the world is not easy. The company is divided and zoned itself according to geographic regions and similar markets. Allowing for quick vertical and horizontal comparison across nations. But the business is very fragmented between countries. In some regions, the profitability is dropping (see Asia and North America) (Fig. 7), and in others is booming. America in fact has seen a plus 50% operating margin year over year and that rightly represents the great growth potential that can drive the business in the coming years. The European market, on the other hand, has long since consolidated with just a plus 9% which makes it very susceptible to the geopolitical winds and logistical difficulties that may fall upon each state. Digital transformation helps reduce the potential losses that result from these risks. 17 Figure 7 – Adidas’ Global Sales YoY (Source: Adidas Group report, 2022) 3.2 The Italian branch Italy is part of the European and Middle East Asia (EMEA) cluster and thanks to long-standing partnerships with various sports associations (Milan; Juventus; FIGC; AS Roma) the brand is an integral part of national sports culture and beyond. To date, the Italian Adidas business continues to confirm its contribution, albeit minimally, to global revenue generation. In Italy, Adidas is the second national player, behind Nike (Petruzzi, 2022). The need to host a headquarters in Italy arose with the new millennium. Until early 2000, Adidas's products were distributed throughout Italy by the Monza-based firm Colmar Spa. From 2003 on, the Italian subsidiary began to operate with great freedom of management and control. The Italian CEO followed all departments and then communicated directly to superiors. However, as faster communication tools consolidated, the need for a single reporting figure disappeared, replaced by the possibility of eliminating this step to create a more streamlined structure. In fact, the CEO today has been replaced by a committee consisting of the five department directors (FINANCE, SALES, SUPPLY CHAIN, MARKETING, HUMAN RESOURCES). Each one reports directly to their respective EMEA manager located in Germany. This structure ensures more transparency in handling common global issues and greater speed in materializing orders from the top. Throughout the years many reorganizations happened, and as the financial situation started to tighten, the company had to resort to staff cuts. By concentrating many more activities in the headquarters, a third of the employees were laid off or moved elsewhere. Today the Italian 18 branch counts around 150 people, and only 3 of them comprise the FP&A team. The Figure 8 below gives a generic view of the branch highlighting the departments and the most important sub-divisions. Figure 8 - Adidas Italy branch structure (Source: Author’s interpretation) 3.3 The FP&A team The finance team was not exempted from the process of reorganization which went through the company. In 2019 the company started to cut positions and the FP&A team which was once composed of about 15 people, today is reduced to the essentials. Two people follow the two parts of the balance sheet: Revenue and Cost control, and they report directly to the FP&A Director. I had the opportunity to join the team in March 2023 and oversaw the analysis of financial processes. My job is to follow cost management and perform revenue monitoring activities. The FP&A team's task is to monitor all the money coming in and out of the company through analyses that have been consolidated over time and involve all departments of the Adidas Italy company. In addition, every month deadlines are coming in from Europe for the submission of Forecasts to help predict the production level and future costs. For this reason, there is 19 continuous communication with the various managers from Germany who centrally monitor the company's progress. The most important decisions, about which club to invest in or which strategy to follow, are up to them. It is more up to the Italian branch to monitor and pay attention to achieving the targets set for what concerns the sales level or the cost amount, highlighting potential critical points where we are probably going out of budget. For instance, the Travel and Expenses budget for the year is already exceeded in June 2023. Italy is a constituent of the European cluster, segmented into distinct zones—North, Center, and South—based on shared market characteristics or geographic proximity. This further division aims to foster an international corporate culture by facilitating meetings among team members to identify potential shared challenges within departments and engage in collaborative discussions to develop solutions. The FP&A team is currently the first invested in the digital revolution within the Italian branch, being the first one to adopt SAP S/4HANA and Power BI for reports. My task as an intern included helping with the tasks of the cost controller but also adopting Power BI to explain the mechanics of the tool to the rest of the team. In Chapter 4, I explain in more detail my tasks and my contribution to the FP&A team of Adidas Italy. 20 4. SCOPE OF MY WORK WITHIN ADIDAS ITALY Within Adidas, my responsibilities are organized into two distinct spheres. Given the compact size of the team, I am able to allocate time to both cost and revenue control. In the realm of costs, my primary contributions involve supporting the team in the monthly closure and the recurring forecasting process. As for revenue, my role extends to the creation of a dashboard utilizing Power BI to seamlessly integrate analyses of sales and client data (Tab. 2). Table 2 - Internship Responsibilities Overview (Source: Author’s interpretation) Working on both revenues and costs is important for me to understand the business in its completeness since I had the chance to talk with many people across the organization to understand the full company’s process. In this Chapter 4, I explain my three main activities during the internship: (i) the process of month-end, (ii) the forecast of costs, and (iii) the creation of a new dashboard for sales control. The first two tasks are concentrated on the first and fourth week of each month, which gives me the time between one and another deadline to dedicate to Power BI. 4.1 The monthly closing Every month as the last days of the month are approaching, I take charge of the calculations of all those accruals that are part of other periods. My responsibility entails computing the 21 accruals' value and subsequently communicating the results to the accounting team. This team is tasked with processing the entries through the system and inputting them into SAP. Accruals are fundamental corrections made to accurately match revenues and expenses to the period in which they occurred, independent of the timing of cash flows. By ensuring that financial statements accurately reflect the company's performance, they facilitate timely and informed decision-making. Accruals also comply with accounting standards, promoting transparency and compliance. Ultimately, they bridge the gap between the timing of transactions and cash flows, improving the accuracy and reliability of financial reporting. The costs are split into two sub-areas: the Marketing Working Budget (MWB) and the Overhead Costs (OOH). In the first one, I find all the expenses concerning the partnerships with Football clubs and athletes, as well as Activations and Brand Communications. This is the part that moves the most amount of money and it is where managers look to understand how money is allocated within the branch. The more the budget to spend the better it is and the better the sales should perform. The OOH part is made of all those accounts that are necessary for the business to maintain itself. As the month-end deadline approaches the OOH and MWB are approached in separate ways to calculate the accruals both with a similar procedure. The initial phase involves integrating data from the enterprise software SAP and subsequently comparing it with the latest forecast. This step aims to identify significant deviations or alignment with expectations. If notable discrepancies are identified, an analysis of their nature follows, pinpointing the relevant department for further investigation to ascertain if adjustments are needed to approach the forecasted number by month-end, especially if it falls below expectations. The subsequent stage involves the calculation of accruals utilizing dedicated Excel templates. Finally, the determined values are communicated to the accounting team, which, through the system, executes the necessary accounting entries into SAP (Fig. 9). Figure 9 - Month-end process overview (Source: Author’s interpretation) 22 4.1.1 Marketing Expenses The marketing expense represents roughly seventy percent of the yearly budget. Within this category, there are the big contracts in sports marketing that mainly concern soccer. AS Roma, the FIGC (Italian Soccer Federation), and Juventus. In addition to them, there are other smaller categories such as Branding and Communications, and costs-related marketing campaigns' Activations. Because of the complexities of the various contracts and the clauses within them, the most complex tasks were the responsibilities connected with football teams. Therefore, at the end of the month, I avail myself of the responsibility of calculating the amounts for the period that ends. Retainer reversals, guaranteed minimum, royalties, and shortfall analysis are essentials to track earnings. Each team—Juventus, AS Roma, and FIGC— requires a team-specific Excel spreadsheet for the execution of the assigned tasks. The common thread in each team's responsibilities involves the consistent task of updating values from the previous month with the latest data. The retainer and guaranteed minimum, fixed values dictated by the contract, are recalculated through updates to the worksheet. In contrast, the computation of shortfalls and royalties involves extracting sales data from a designated software, MicroStrategy. This data is then transferred to Excel, where the accruals are automatically calculated using the VLOOKUP function. My responsibility encompasses executing and validating this process to ensure accuracy, ultimately conveying the pertinent numbers to the FP&A Director and the accounting team for entry into SAP. The Retainer level is agreed upon in the contract and provides all clubs with an upfront payment. This fixed annual payment is then distributed equally and proportionally throughout the year. My job is to calculate and record through software the expenses concerning the specific month. At the time of cost, I first record a debit prepaid expense. Over time, as the benefit of the prepaid expense is realized, or the service is provided, I gradually recognize the cost. Which decreases the prepaid expenses (credit) and increases the corresponding expenses account (debit). This is not the only expense accrual I go into at the end of the month, there is also the guaranteed minimum. The minimum guarantee helps ensure that the receiving party obtains a minimum level of compensation or revenue, irrespective of actual performance or sales. It applies a similar discourse to the retainer, and the entries I pass in the same template conclude the first part devoted to partnerships, that of deferred expenses. In summary, this 23 process allows for the matching of expenses with the periods in which they provide benefits or are incurred, aligning with the accrual accounting principle. The next step is to calculate the value of royalties and shortfall. Royalties are the costs arising from the right to sell sports-branded products to clubs, which receive a percentage. The accrual I do is to reclassify these expenses as part of the Cost of Sales, and thus consider them part of production costs. The difference between the costs estimated in the budget and those realized instead leads to the calculation of the shortfall. Usually, the difference is positive and so the number represents a favorable variance cost saving. Like royalties, it is a negative entry which implies that the company has recorded fewer expenses for the period than initially anticipated, contributing to a higher profit. All four accounting entries must be uploaded to the software which will begin a process of approvals before seeing them uploaded to the system. This multistep work should be done similarly for all clubs at d-2 or d-1 before or after the overheads. 4.1.2 OOH costs Overheads (OOH) are costs that are fundamental for the daily ongoing of the business. These bookkeeping entries are easier and more predictable to calculate and the steps involved are less than for the MWB ones. After I reviewed the files. To calculate the accrual I must upload in the same Excel template both a copy of the latest forecast and a copy of the actual OOH values which I download from SAP. OOH accruals are calculated automatically by comparing the SAP discharge with the values crossed from the last updated Forecast. The file comparing these two worksheets uses a VLOOKUP formula to give me back the value that must be recorded. After that, I send it through the dedicated template to the Accounting team who checks and eventually approves the transaction. Once all entries are submitted, the month-closing process is over. I generally check that the deviation from the Forecast is not by much, otherwise, there may be errors. It is essential to keep a good track of the activity by providing forecasts that are always up to date. Forecast 24 activity is also the most complex and important performance that I am entrusted with monthly, besides the one just described. 4.2 The Forecast The branch must submit the official forecast for the upcoming year in October. Nevertheless, a new forecast is required by the European control team at least once a month. This approach is called "Rolling," and the main difference from the traditional one is that it does not remain static throughout the whole year, but it is dynamic and is updated as much as possible to reflect the best realistic scenario. Therefore, the company requires 12 Forecast submissions during the year. Four of them are Officials, while the other eight are called Lights. The template is the same, what differs between the two is the time spent to perform the review of the expenditure which every department is expected to realize by the end of the year. Rolling Forecast Light (RFCL) is simpler and less meticulous. The review of the accounts and their component items is done in less detail, the goal is to highlight only major shifts or issues. The official one, on the other hand, is more complex and is required during the end-of-quarter months. The company uses the Rolling Forecast approach because it contains numerous advantages in planning, control, and analysis. First, a periodic update allows organizations to adapt to circumstances and market situations more quickly and efficiently, helping the business to be more agile and responsive. It allows the projection to be dynamically adjusted and integrated with more accurate decisions as they become available. This makes it possible to make informed decisions and adapt strategies based on new data rather than relying solely on historical figures. In favor of the approach, there is also another feature. Through this type of forecasting, it is also easier for the company to allocate resources more efficiently. Allowing a better understanding of future cost expectations and driving decisions affecting staff and investments in general. For Adidas is critical to have a forecast that is always as detailed and up to date as possible to avoid overproduction of products that are not able to sell. In general, nowadays a forecast system that is as dynamic and flexible as possible is crucial. During Covid-19, for example, almost one forecast per week was being performed since there was a continuous need to enter new information. In cases of global macro analysis, it is the headquarters that sends us the new guidelines to reflect. 25 In my case, I am wrapped up in cost forecasting, namely in the Light Forecasts. My duty is to update the templates with any changes of which the budget owners give us knowledge. The Official Forecast follows a mix of two approaches, top-down and bottom-up, which are different but complement each other. Although they have different characteristics of methodology, they can be integrated. Adidas uses a hybrid way that combines the qualities of both. I initially receive top-down guidance, with a forecast that is driven by the company's strategic goals and insights from executives. For example, how much budget the branch can devote to each activity (partnerships, activations, etc.) This mode is helpful for some aspects such as the possibility of direct control and quick decision-making, but it has limitations. For example, it could lead to a potential lack of details that would create difficulties in allocating resources, and there is a risk of a disconnect between operational reality and high-level forecasting. For these potential risks, I subsequently integrate the top-down info received with the bottomup feedback. The bottom-up process involves talks with the various department heads, teams, and business units. They provide me with the most up-to-date forecasts of any deviations or costs with suspicious variances, critical to having the most detailed granularity of data possible. It also allows employees to be directly involved and have an active role in the planning that affects them. Thus, fostering collaboration between departments, teams at different levels work together to reconcile the final forecast. Aligning assumptions and ensuring that targets coming from the top are met. Through the proper use of this mixed approach, it is then possible to maintain a balanced perspective between the company's upper and lower hierarchical ranks. I must pay attention to each European communication that could affect us. Most of the time these guidelines concern external shifts between countries of the European Cluster, following strategies and targets. Positive shifts are warmly welcomed, while negative ones represent a possible point of contention between the affected departments. To avoid creating internal disagreements, the FP&A directors of the European clusters support talks with internal discussions, trying to bring the parties together and figure out the priorities. In conclusion, I respond to each top-down guideline with consultations at lower levels. 26 Finally, I reflect the new information in the templates provided by Europe for collecting branch data. In addition, to avoid a concentration of workload close to the deadline day, Adidas has launched the Latest Estimations caution system. The Latest Estimation (LE) process is made to incorporate the most up-to-date information into the dynamic forecast. I usually have two deadlines per month of LE, one at d-15 and the other at d-10. Again, I gather relevant data from various departments, either by downloading them from SAP or by going and asking the right people. Thanks to this system I have more time to reconsider the division of costs for the remaining months. Figure 10 represents the Forecast process by highlighting its main points. Figure 10 - Forecast process overview (Source: Author’s interpretation) 4.3 The Sell-in Dashboard While improving my skills and knowledge of month-end and forecast techniques, I have the opportunity to work in parallel on the company's new reporting system. Using Power BI, I take the chance to break through the new world of enterprise 4.0 rebuilding part of the company's reporting. The one I dedicate most of the time to creating is a dashboard highlighting the company's sales for the Spring-Summer (SS) season of 2024. The first step is to replace the previous software, MicroStrategy, with the more contemporary Power BI. MicroStrategy is an analytical platform that enables dashboards and visualizations. The constraint of batch processing, which does not allow for real-time data reading, and its unintuitive design pushed toward choosing Microsoft's BI software. In addition, moving the back office, i.e., the people who oversaw the updating of these visuals, to offices located in Chennai, India, made the transfer of knowledge even more difficult. 27 The Sell-in dashboard is the report that informs department heads and managers about the sales situation concerning the following season. Given the complex geography of the company's production facilities, the sales process begins almost a year in advance of the start of sales to the end consumer. This is necessary to send the correct number of garments into production. Avoiding waste of resources as well as predicting how the company will approach closing the following year. To help in this mission, I built the Dashboard for the 2024 summer season. Taking a cue from the old one, I was able to expand it with new metrics, visuals, and analysis as well as, make it easier to update. For creation, I followed the process described in section 2.3 and presented in Figure 5 above. I started by creating all the links between the various input files. The customer codes, membership groups, and historical and target values it taken from a file located in the common folder. Sales data to the current day, on the other hand, are imported from the Data Lake launched in April in the Power BI online platform. The second step is cleaning up the data, leaving only the necessary info and adjusting their format to fit the visualization. The missing metrics needed to be recreated by writing a Data Analysis Expressions (DAX) formula similar to those in Excel. The process was lengthy rather than complicated. Once in possession of all the metrics I was able to build the dashboard structure. The first page is a general overview and then specifically the sales of each channel (Fig. 11). Thanks to the interactive charts it was easier to highlight the KPIs that I had been asked about, such as Gross Sales, Go-in-Margin, and Forecast To-go. To study the customers, to understand which products are best by category bands and in which periods to push in one or the other. Also, through the use of Power Automation, I have made sure that the data is automatically updated so that every moment you open the dashboard the numbers and the division of customers by channel are as recent as possible. On the first slide of the report, there is an overview of the channels and their sales values Year to Date (YTD) compared year over year. Furthermore, other metrics that I had to write allowed me to go into a deeper analysis looking at the forecast to go, the forecast coverage, the number of sales divided per category cluster, month, and gender (Fig. 11). 28 Figure 11 – SELL-IN Dashboard total overview (Source: Author’s calculations) Note: The numbers are of imagination for privacy reasons. Then the same type of analysis was done for each type of channel, breaking down its clients and the percentage of gender and product division of each of them by simply selecting one. The images are an excerpt from the dashboard that nevertheless hides the long process of processing data and modeling them that led to the result (Fig. 12). Figure 12 – SS dashboard for specific Channel: BLUE (Source: Author’s calculations) Note: The numbers are of imagination for privacy reasons. 29 The result convinced the FP&A Director and all the people involved in the sales both from a data quality standpoint, allowing for more accurate trend analysis than before, and for the automatic refresh. In addition, it is possible to monitor any risks and opportunities more quickly, including monitoring which products are in greatest demand by each customer, in each category, and ensuring that these never fall below certain stocking volumes when trends show growth in demand. This report is just the first of many that the company needs to replicate on Power BI until the entire reporting system is transported here. From a financial point of view, such work allows for quicker intervention in the market and thus saves time and money in finding solutions, as well as communicating more accurate information to the various teams and Europe regarding sales levels, etc To summarize, this Chapter 4 paints a general picture of the learning experience at Adidas Italy. My inclusion in a sparse team allowed me to be involved in several analyses and to view in detail almost all the items that make up the final P&L. The insertion took place gradually, but the opportunity to work on completely new tool as Power BI allowed me to get into the mechanism right away and get noticed in the weekly meetings organized with sales leaders. 30 5. DISCUSSION OF THE INTERNSHIP RELEVANCE FOR THE MASTER’S IN FINANCE Chapter 5 explains the articulation of my 6-month internship at Adidas with the Master’s in finance program at ISEG. This Chapter 5 relates to the tasks and responsibilities described in the previous Chapter 4 "Scope of Work at Adidas Italy" and to the academic and personal knowledge and experiences I have accumulated during the year of studying Finance at ISEG and the six months at Universidad Adolfo Ibanez in Santiago de Chile. This connection highlights how my internship is a natural extension of the skills and insights gained during my academic journey. 5.1 Academic Relevance This section 5.1 explains the connection between some of the academic courses I pursued during the Master's and the Internship program. It is important to highlight that since I have realized my internship in a corporate environment, the main curricular units that have been relevant are those concerning corporate finance. 5.1.1 Financial Analysis and Reporting In the "Financial Analysis and Reporting" (FAR) course unit, lectured by Professor Tiago Gonçalves, students were formed with a thorough introduction to both International Financial Reporting Standards (IFRS) and United States Generally Accepted Accounting Principles (US GAAP). Additionally, the course delved deeply into the fundamental aspects of financial statements. It is by far the most important subject of which good knowledge is helpful to my path. As described in the previous Chapter 4, most of my assignments required a good awareness of the financial statement, especially general accounting applied to income statements and cash flow. Giving me the chance to show off what I have learned during FAR classes. In the initial weeks of my internship, a comprehensive examination of the Budget Manual was undertaken. It involved a thorough understanding of the procedures for conducting month-end analyses and forecasts. Leveraging my prior knowledge of IFRS standards proved crucial, providing a foundational base that allowed me to navigate the intricacies of the tasks without starting entirely from scratch. 31 Each month, to rebuild the company's financial situation, I must analyze from the inside the current liabilities and manage the accruals closely to highlight that everything is correct and only the right amounts are registered for the current month. Diving into cost and revenue analysis is very helpful to better understand the firm’s structure and its value chain in general. The experience has undoubtedly given me more mental order about the subject matter and more clarity in the reporting process when it comes to following IFRS guidelines. 5.1.2. Corporate Financing and Planning The second most important course unit that contributes to the conduction of a successful internship is the "Corporate Financing and Planning" (CFP) course, instructed by Professor Ana Venâncio, students were introduced to Working Capital Management, cost management impact, and risk mitigation. As a Financial Cost Controller, I am responsible for tracking and managing various financial aspects within the organization. Including overseeing accounts receivable and accounts payable, which are key components of net working capital to maintain an efficient balance between current assets and liabilities. Hence, I am able to deepen my knowledge of the subject from many points of view, understanding better the way they are generated. Effective working capital management, aligned with Net Working Capital theories, trying to maintain a moderate approach and healthy liquidity. For example, jointly with my teammates, I am involved in drawing up a plan to split the costs through the year following the revenue trends. This plan allows us to always maintain a good level of cash availability and cover eventual new risks. For instance, the collection of money is seasonal and there are periods when revenues are much higher, in response we try to address whenever is possible more costs during these months or we delay important payments such as consultancy services until we know there are enough opportunities to cover them. Moreover, inspired by my colleague's commitment to revenue controls, I am actively participating in meetings with the supply chain. The objective is to assess the remaining products from which we could collect revenue, engaging in discussions to determine the optimal course of action—whether immediate realization or postponement yielded a more favorable outcome. 32 In conclusion, by applying my CFP knowledge during my internship at Adidas, I gain a better understanding of companies' short-term needs. Moreover, I am able to apply the concept of seasonality and recognize and face the risk of periods of negative cash flow shocks. 5.1.3 Corporate Investment Appraisal Another relevant course that I am revising to better understand the dynamics of the firm is “Corporate Investment Appraisal” (CIA). During this course unit Professor João Carvalho das Neves introduced us to the foundations of corporate investments and corporate finance and how to evaluate companies’ financial risk. Within the corporate landscape of Adidas, I have the privilege to delve into the financial viability of investments, specifically those entailing soccer teams. Notably, a substantial undertaking centered around the initiation of a partnership with AS ROMA in July 2023. As the commencement date approached, a meticulous examination of the Head of Terms became imperative, encompassing pivotal figures pertaining to retainer and royalties. This encompassed projecting the anticipated cash flow spanning a comprehensive five-year period and scrutinizing the agreed-upon terms to forecast the agreement's profitability based on projected sales and costs, followed by the calculation of its Net Present Value (NPV). The NPV is subsequently updated with monthly royalty data to facilitate ongoing monitoring and assessment of its progression. The time spent at Adidas allowed me to apply my CIA knowledge in discussions about the feasibility of investments and their profitability. This benefits me with a better understanding of the real factors which affect investments. 5.1.4 Financial Modelling in Excel The internship requires a high level of Excel skills to bring on analysis and elaborate files. Pivot tables and VLOOKUP formulas are fundamental to speed up the data analysis. In “Financial Modeling in Excel” (FME), Professor Filipe Caldeira explained the implications of Microsoft Excel on financial analysis and its features to bring quality results. While CFIN is not still available, all the month-end processes and calculations must be done in Excel and while working I take the opportunity to enhance the files used to speed up the process. 33 Furthermore, good Excel knowledge is also essential to work on Power BI since many of the input files are reworked Excel and so they are the structure of the reports. Power BI is also very similar to Excel and the way to build queries and DAX formulas and queries is the same for both software. 5.1.5 Fundamentals of Financial Economics To understand the dimension of Adidas’ business the “Fundamentals of Financial Economics” (FFE), lectured by Professor Teresa Garcia, gave me an important overview of international economics as well as microeconomics, which allowed me to better understand the value chain of the company. During my time at the branch, I could study closely what we had only seen theoretically during classes. The "theory of the firm" explaining business objectives such as profitability and risk control are everyday topics. In addition, working in a company like Adidas, expose me to global issues and close with the needs of customers in large volumes. I entered into the microeconomic mindset by seeing with my own eyes the importance of the consumer theory. Hence, to better understand the microeconomic environment it is necessary to also understand the value chain from a macroeconomic point of view which gave me the whole business concept and helped me to create critical thinking on what can be the risks connected to the business. Collaborating with the FP&A Director and the data analyst team, we undertake comprehensive profitability and marginality analyses for the entire subsidiary. Employing Power BI, this analysis is designed to accommodate various levels of depth, spanning diverse datasets. For instance, in the SELL-IN Dashboard's initial overview (Fig. 8), we conduct an analysis based on product division and gender age. Subsequently, the analysis extended across subsequent slides, where we compute the average selling price and gross margin for each customer, product, product division (footwear, apparel, and hardware), and gender, comparing the current and previous year's data. The objective is to discern trends that can inform strategic business decisions—such as product recommendations for specific categories, optimal investment allocation for campaigns, and cost division considerations both before and during product launch campaigns. This analytical approach empowers us to establish guidelines for client engagement, enabling us to effectively target and achieve our desired objectives. 34 5.2 Personal development and skills Outside of delving into what I studied during my master's degree, the experience at Adidas allows me to investigate a new world from which I am learning so much. First, I got to join a company that is young in both mindset and ideas. I have the opportunity to work with very helpful people who help me progressively enter into the various discourses. I am then able to improve my communication and relational skills so that I can collaborate as effectively as possible, understanding the importance of respect first and foremost. The group work activity is also facilitated for me by the preparation offered by the university, which very often accustomed us to group work. However, the biggest help from ISEG is the professional mindset that I am able to bring into the company with important technical knowledge as well. At ISEG I also learned to exchange views with colleagues of different nationalities allowing me to broaden my own culture. This factor is very helpful when relating to managers from other countries in the weekly meetings, but also in understanding the Adidas world from a larger point of view than only delineated within the national border. On a personal level I think I am growing a lot in the knowledge that I have good soft skills which, however, I still need to improve. Especially about time management, I have realized the importance of good organization and identifying priorities to which to devote more time. At ISEG I had been able to train my problem-solving skills but during the internship, I am seeing how to put them into practice, and I am learning even more about the importance of flexibility by devoting more and more time to critical activities and adapting to needs. Academic preparation is also critically important in coping with mental stress. Although there is no comparison, without a tough but at the same time motivating and challenging preparation like ISEG's I would find myself feeling more fragile on numerous occasions. 35 6. CONCLUSION In conclusion, my six-month internship experience at the Italian subsidiary of Adidas as an FP&A internship is a precious journey that gives me a deep understanding of the process of digitalization and knowledge about cost control within a multinational company. During this time, I have the privilege of working alongside a dynamic and talented team, gaining practical hands-on experience, and applying the knowledge acquired during my academic studies to realworld financial scenarios. My involvement in Adidas' CFIN and SAP S/4HANA project emphasizes the transformative role of technology in modern finance. It makes me understand how companies can succeed in a period full of hurdles and where information flows at the speed of light. I understand the importance of data integration and real-time analytics in decision-making. In addition, the integration of artificial intelligence into corporate finance is a promising trend, enabling the automation of tasks, reduction of errors, and deriving insights from large datasets. This experience highlights the central role of artificial intelligence in future financial management, which is essential to remain competitive in the digital age. During my tenure at Adidas, I am gaining valuable insights into the pivotal significance of proficient cost management in attaining financial resilience and profitability. My role involves hands-on engagement in the scrutiny and supervision of diverse cost elements. Encompassing activities such as budget formulation, forward-looking financial predictions, meticulous variance assessments, and the refinement of expenditure patterns. These responsibilities provide me with the opportunity to cultivate a profound grasp of financial data interpretation, intricate modeling methodologies, and the crucial need to harmonize financial tactics with overarching corporate goals. In addition, my internship allows me to work alongside professionals from a variety of fields, cultivating an atmosphere that emphasizes continuing education and personal development. I am privileged to delve into the intricacies of the sportswear industry, gaining a deeper understanding of its challenges and potential benefits. The exposure to the corporate industry not only broadens my knowledge base but also sharpens my adaptability and challenge-solving skills, both indispensable qualities for achieving success in any professional endeavor. One of the most profound insights I gained during my Adidas internship is the recognition that cost control transcends its financial role, becoming a strategic necessity that impacts decision36 making across an organization's hierarchy. Through its role in optimizing resource allocation, cost control becomes a driving force behind long-term sustainability and the cultivation of a competitive edge. My experience at Adidas would certainly not have been as interesting without the academic contribution I received from ISEG and its professors. The knowledge of financial analysis and accounting principles allowed me to quickly integrate myself into the corporate environment. In summary, my internship at Adidas further ignited my enthusiasm for financial analysis and equips me with the tangible expertise and wisdom required to thrive in a dynamic corporate setting. I have full faith that the wisdom garnered through this internship will serve as a robust cornerstone for my future pursuits in the realms of finance and business. I'm appreciative of the chance to be a member of the Adidas team and eagerly anticipate applying the valuable lessons I am acquiring. 37 BIBLIOGRAPHY Adidas Group History, https://www.adidas-group.com/en/about/history/ Adidas Group (2022) Annual & Half-Year Report, https://report.adidas-group.com/2022/en/ Adidas Group (2023) Fact Sheet, https://www.adidasgroup.com/media/filer_public/e8/88/e8888a26-c897-49d4-93f1c4adbc87379f/fact_sheet_2022_fy_en.pdf Amankwah-Amoah, J., Khan, Z., Wood, G., & Knight, G. 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