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This case, along with its B case (UVA-QA-0865), is an effective vehicle for introducing students to the use of machine-learning techniques for classification. The specific context is predicting customer retention based on a wide range of customer attributes/features. The specific techniques could include (but are not limited to): regressions (linear and logistic), variable selection (forward/backward and stepwise), regularizations (e.g., LASSO), classification and regression trees (CART), random forests, graduate boosted trees (xgboost), neural networks, and support vector machines (SVM).

The case is suitable for an advanced data analysis (data science, machine learning, and artificial intelligence) class at all levels: upper-level business undergraduate, MBA, EMBA, as well as specialized graduate or undergraduate programs in analytics (e.g., masters of science in business analytics [MSBA] and masters of management analytics [MMA]) and/or in management (e.g., masters of science in management [MScM] and masters in management [MiM, MM]).

The teaching note for the case contains the pedagogy and the analyses, alongside the detailed explanations of the various techniques and their implementations in R (code provided in Exhibits and supplementary files). Python code, as well as the spreadsheet implementation in XLMiner, are available upon request.

Quality management among multiple business units of a large organization is often difficult if each unit is run independently in terms on their quality standards. In this case, participants will discuss how Bukhari Group of Companies should establish a common brand image through standardized quality. Participants should also understand that common brand image for diverse products does not mean identical level of rejection or customer complaints. It should be understood that different markets have different tolerance for product failures. The participants can chalk out the measures the protagonist of the case should be able to take to effectively steer the Bhukari Group to achieve profits and excellence.

After studying and analysing this case, students would be able to evaluate and understand the importance and need of an infrastructure sector in a country, its inherent risks and scope of infrastructure investment and financing in India – National Infrastructure Pipeline and the important role of Non-Banking Finance Company’s (NBFC) vis-à-vis banks in infrastructure financing in India; critically analyse and recommend alternative decisions in a business problem situation using multi-criteria decision analysis, which is a tool used for business portfolio analysis; understand and evaluate the corporate portfolio management (CPM) tools used for an optimum portfolio mix to turn around companies; identify and suggest an optimum portfolio mix to turn around a finance company using CPM assessment applied to Pidun matrix; and recommend operational and strategic levers for successful turnaround implementation by using the integrated canvas on turnaround.

On 10 May 2020, in New Delhi, India, J. Ray took charge as a full-time director of an Indian Non-Banking Finance Company – Infrastructure Finance Company (NBFC-IFC). The NBFC-IFC of the Indian Government extended long-term financial assistance to infrastructure projects in India. During the financial year (FY) 2017–2018 till FY 2019–2020, the company suffered substantial losses to the tune of US$13.7bn, with profitability experiencing a notable decline – return on assets at a negligible 0.11% and return on equity of only 0.68%.

The NBFC-IFC had a declining yield on advances at 7.05%, net interest margins (NIMs) of 2.08% against a high cost of borrowing at 7.66%, a declining loan book (by 4.35%) of US$336.27bn and a fast-deteriorating asset quality with highest ever non-performing assets (NPAs) at 19.70% of its loan book. Such financial parameters, compared with that of the industry average of banks and finance companies, meant that the NBFC-IFC Ray had taken over was fast bleeding and was on the brink of being declared a sick company. In comparison, private and other government players had profitable and much healthier financials, and Ray felt that there was a need for improvement. To make things worse, Ray got to know that the Indian Government was in the final stages of setting up a new development finance institution focused on long-term infrastructure financing in India. Ray realized the question was not only of the NBFC-IFC remaining relevant but also of its existence in the fast-evolving sector. Ray wondered what could his his integrated canvas be for a turnaround strategy that could include effective management of an optimal portfolio mix.

With a healthy capital-to-risk (weighted) assets ratio of 30.85% and a satisfactorily improved net worth of US$103.1bn, in the given Reserve Bank of India regulatory provisions for the NBFC-IFC including restrictive exposure norms and NBFC-IFC’s operational mandate prescribed by the Indian Government, Ray had to shift the product and sectorial investment of the NBFC-IFC to reduce the NPAs, increase loan book size and improve the yield of advances and its NIM to effectively turn around the company’s profitability. Ray realized that he needed his team to evaluate and select a product and sector strategy for this change.

The present case of financing investment in infrastructure is interesting for implementation in developing economies because a lack of infrastructure is a common problem and there is a necessity of achieving a more developed infrastructure system to support accelerated economic growth in these countries. This case can be used in elective courses on corporate finance strategy and corporate portfolio management for infrastructure finance companies. This case can be taught in elective courses in post-graduate and MBA programs. This case can also be included in management development programs (MDP), executive MBA programs and executive-level courses that have subjects such as corporate finance strategy, corporate portfolio management and strategy management that focus on turnaround strategies including portfolio management for banks and finance companies.

Teaching notes are available for educators only.

CSS 11: Strategy.

Upon completion of the case study, the students will be able to find the challenges and underlying structures that cause the problem; the students will be able to identify the dynamic variables and develop the interconnection and interlinkages among the time-delayed variables to build the story of the business case; the students could develop the block diagram and could build the system dynamics model using the simulation software STELLA, and if they do not have the simulation software, even then they could have a mental model to understand the problem well; the system dynamics students can design the policies to make the system better behaved and recommend solutions; and the students could make mind maps and develop the mental model and could recommend solutions and way forward to overcome the challenges and solve the issues.

Tradeasia is a small-scale manufacturing firm that had started its business activities near Sundar Industrial Estate, Raiwind, in September 2007. The company’s prime focus was to buy the potato starch from chips manufacturing companies and, then, extract the potato starch from the waste potato using its own machinery and sell it as a sizing agent to textile mills. Quality characteristics in terms of better millage and enhanced gullibility made it compatible with Rafhan corn-based starch. The major challenge linked to potato starch was its degree of wetness; the potato starch either extracted from rotten potato or procured from the potato chips manufacturing companies had a high degree of wetness and moisture content. Wet potato starch sometimes had more than 60% moisture content, which was really a challenge. Owing to the high degree of wetness, the wet starch was prone to fungus growth, and within hours, the fungus created toxins if it was not dried immediately, and then after 24 h, toxins acquired a black colour, and they became hardened like pebbles. The starch then was unusable even for sizing purposes for textile products. Reduction in the degree of wetness was really a big challenge and demanded prompt action and high productivity of the operational staff to make that product dry for sale purposes. This was the biggest challenge that ended up in huge inventories of wet starch. Capacity constraints and operational inefficiency killed the company’s productivity and affected the company’s profit.

This case study is written and developed for MBA and MS-level supply chain students of the system dynamics course or those studying management of supply chain complexities. This case study discusses the operational challenges while running the business; huge inventories, capacity constraints and inefficiency in production operations were the challenges associated with almost all manufacturing industries. This case study discussed not only why such challenges are appearing in the business but also the solution that resided in the wisdom shared by the employees in the board meeting. An integrated system dynamics model could be used to design the policies to overcome such challenges. Even the block diagram of the model and causal loop diagram could help to conceptualize the problem and explore the way forward.

Teaching notes are available for educators only.

CSS 7: Management science.

The case deals with project management principles that are required for implementing a social project in India.

The study has been carried out at primary schools in an underdeveloped state, namely, Odisha, in India.

The case illustrates a project management approach for improving primary education in a government set up. The bureaucracy set up in education in a state like Odisha, India, needs to undergo radical changes. To be effective, an education system requires an optimal integration of the three main components, namely, people, infrastructure (this includes technology) and pedagogical processes. Using a public–private partnership model, American India Foundation (AIF) through its Digital Equalizer (DE) Program has been able to make a positive impact in an underdeveloped tribal dominated district like Keonjhar. The case study also illustrates the detailed execution plan predicated on total system planning, required to achieve this amount of success. The case study also explains how to measure success through different metrics where intervention has to be at multiple levels. The learning from the case study can also be adopted for designing an implementation strategy in other states.

Expected learning outcomes are as follows: how to approach implementation of technology-based intervention with involvement of all stakeholders; learn project management techniques related to digital learning model implementation; understand the DE methodology; and understand the challenges faced while implementing the DE Program.

Teaching notes are available for educators only. Please contact your library to gain login details or email support@emeraldinsight.com to request teaching notes.

CSS 7: Management Science.

Development of business models, base of the pyramid (BoP) markets.

This study can be used at Bachelor as well as on Master's level courses to reflect activities and practices within corporate sustainability, base of the pyramid and international expansion of MNEs.

This is a case study of Grundfos LIFELINK's development process, relating to the successful development of a business model for serving base of the pyramid (BoP) markets for potable water. Grundfos LIFELINK is a turnkey water solution that encompasses a solar-driven pump facility, a GPS-based monitoring system, and charges based on digital payments of water credits. Together, they represent the business model of Grundfos LIFELINK. At the same time the modules represent a business architecture that can be mixed and matched to match the skills and ensure the adaptive involvement of local partners in BoP markets. Since its cautious start in 2009, Grundfos has successfully expanded its operations to 30 villages in Kenya and LIFELINK systems will operate in 70 villages in Kenya within the next two years.

In an international business/international management context, especially the first and the last part of the case could be used as a showcase of the current transformation efforts multinational companies (MNCs) in the developed world are pursuing. Pressured by the cost advantages of Dragon multinationals from Asia, India and Brazil, MNCs search for new ways to provide value and at the same time utilize their existing knowledge. The Grundfos LIFELINK case shows some of the important consequences and challenges that multinational organizations are facing, once such business models needs to be integrated in the current MNC activities.

Teaching notes are available for educators only. Please contact your library to gain login details or email support@emeraldinsight.com to request teaching notes.

Infrastructure finance.

II MBA/Executive MBA (Project Finance, Infrastructure Finance).

It is generally believed that the economy of India is on the threshold of achieving significant growth in the coming years. The availability of adequate infrastructure facility will play a key role in realizing this growth potential. To accelerate the process of creating infrastructure capacity, the Government of India has opened up many infrastructure sectors for private sector investment. Creation of international standard airport facilities is an important component of such new infrastructure creation. This case study presents the initial development and financing closure of Bengaluru International Airport Limited (BIAL), the first major private sector airport in India. In retrospect, it is generally felt that BIAL was an important milestone in the privatization of airports in India. The blueprint for the greenfield PPP airport in Hyderabad was closely modelled on the BIAL project. The experience gained in the development of BIAL also played a major role in subsequent brownfield PPP airport expansion projects in Mumbai and Delhi.

The goal of this case study is to illustrate the complexities that exist in the process of infrastructure development and financing. This following are the expected learning outcomes:

• The importance of using an appropriate project structure.

• The prevalence of early returns to project sponsors as compared to lenders.

• The process of achieving financial closure.

• Analyzing project risks and returns.

The importance of using an appropriate project structure.

The prevalence of early returns to project sponsors as compared to lenders.

The process of achieving financial closure.

Analyzing project risks and returns.

Teaching notes.

Strategic Management.

The case is designed for a) MBA students b) Short-duration executive MBA courses.

The case refers to India’s leading steel company Tata Steel. Tata Tiscon, the steel rebar brand, is the organization’s leading retail brand. The case chronicles the period between the birth of the retail brand in the year 2000, its dramatic rise and dominance, to the end of 2013 when some of its initiatives had failed. Tata Tiscon was established as a pan Indian brand on the dint of a distribution network comprising 33 distributors and over 2000 retailers, many of them exclusive to the brand. The brand spawned a series of innovation in the category like “selling by piece”, fixed price concept and “free” home delivery. Together with its channel partners, the company achieved dramatic success which was reflected in its leading market share coupled with significant price premium in a category where price had traditionally being the only selling pitch. After 2010, the company saw an emerging challenge in the form of a new business model, where some companies were gearing to provide the complete portfolio of construction material including cement, steel, etc., and a turnkey construction solution for house builders. Tata Tiscon responded by attempting to enter the service space by launching a building design solution and later a construction supervision solution. Both of these initiatives failed. The protagonist of the case is Mr Keshav Viswanath (Chief of Marketing for retail business at Tata Steel), who is concerned with the failures of these key initiatives and is wondering how to ensure the “leader” status of Tata Tiscon in coming years.

The students are expected to understand how a core strategy like differentiation is implemented successfully in “practice”; understand the exploitation–exploration dichotomy in an organization; appreciate difference between radical innovation (based on new organizational routines, new business partners and new relationships) and incremental innovation based on fine tuning of existing organizational routines and relationships.

Rebar production: www.youtube.com/watch?v=J6n9sci8j-8; Tata TISCON AV: www.youtube.com/watch?v=89kOUsbnaYQ; TQM – The Toyota Way: www.youstube.com/watch?v=qf3gdrIMxRw; Disruptive vs. Incremental Innovation: www.youtube.com/watch?v=kOOL_GiaLTo; Approach to innovation is dead wrong: www.youtube.com/watch?v=pii8tTx1UYM

CSS 11: Strategy.

In the light of the case study and the accompanying case study questions, the incumbent would be able to gain a comprehensive understanding on the theoretical underpinnings of retail store expansion, identify the challenges for expanding a brand into emerging markets such as India and apply various marketing strategies aimed at in-depth analysis retail expansion. Learners can further comprehend the importance of brand communication incorporated by the brand to attract its customer subset.

It was in December 2022, when Mason Chatterjee, the Indian brand head of Armani Exchange (A|X), was confronted with the managerial dilemma whether launching the second store in the city of Ahmedabad would be a right decision. Another issue that was troubling him was how to go about launching a second store in a city which was not a home to other luxury sublabels. The case study illustrates the decisional aspect of retail expansion adopted by Chatterjee, considering the distinct managerial perspectives. Chatterjee found potential in the city of Ahmedabad, owing to an increased number of high-net-worth individuals and other macro factors. The case study is primarily an outcome of research carried out at A|X store at Ahmedabad One mall, Ahmedabad, for over a fortnight in the month of February 2023. The expansion decision of Chatterjee proved to be a success in the city of Ahmedabad reaching a sales figure of INR 1 crore (US$130,344.11) in the very first month of its launch. However, he was confronted with the managerial dilemma of further expansion, just six months after the launch of the latest expansion.

The case study is intended for advanced undergraduates or postgraduate programs in management or electives such as marketing, retail management and strategic management. It has not only been specifically designed for teaching the concept of retail expansion but can also be used to integrate contexts on brand’s merchandise mix, retail positioning, visual merchandising and brand communication. The case study has an overview of each of these elements. The instructor may choose them into the context for a wider encompassing detailed lesson or particularly on the main aspect of the case.

Teaching notes are available for educators only.

CSS8: Marketing

■ Understand the functionalities of various social media platforms. ■ Choose social media platforms to align various business goals. ■Consider how to develop strategies for monitoring, understanding and responding to different social media activities.

Acuver Consulting Private Limited (Acuver) is a niche, self-funded IT consulting services start-up. Founded in 2013 with the aim of providing IT consulting services in the supply chain domain, Acuver delivers IT solutions to the world’s leading IT conglomerates, Fortune 500 companies and emerging players across multiple geographies and industries. Changing consumer buying patterns in recent years has forced retailers and supply-chain businesses to invest in digital transformation projects, providing ample growth opportunities for Acuver. To meet increased demand, Acuver needs to acquire direct engagements with clients and hire the right talent to help it ride this growth wave. This case described challenges faced by the start-up in building visibility to expand its reach. The case provided an overview of the IT consulting services industry and Acuver’s vision. It then detailed the reasons for the company’s lack of visibility, which was curtailing its growth opportunities. It described the dilemma and possible strategies to overcome the problem statement. It also discussed the limitations associated with the potential strategies, which needed to be contemplated by the reader.

This case is appropriate for MBA and Executive MBA courses on Management of Information System, Digital Governance, Strategic Management of IT and Managing Digital Transformation.

Teaching notes are available for educators only.

CSS 11: Strategy.